Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
DataFrame
NO COMPARISON TARGET
144233
ROWS
0
DUPLICATES
691.9 MB
RAM
434
FEATURES
107
CATEGORICAL
303
NUMERICAL
24
TEXT
2.0.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
TransactionID
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
144,233
(100%)
MAX
3578k
95%
3543k
Q3
3393k
AVG
3236k
MEDIAN
3199k
Q1
3077k
5%
3014k
MIN
2987k
RANGE
591k
IQR
316k
STD
179k
VAR
32.0B
KURT.
-1.24
SKEW
0.394
SUM
466.8B
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TransactionDT
1.00
V150
-0.31
V151
-0.30
V159
-0.30
V160
-0.28
V145
-0.27
V326
0.25
V330
0.25
V144
-0.25
V329
0.25
V327
0.24
V328
0.24
V152
-0.24
V324
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.41
id_38
0.39
ProductCD
0.29
V22
0.27
V21
0.27
V31
0.27
V25
0.26
V14
0.26
V65
0.25
V64
0.25
V63
0.24
V33
0.24
V15
0.24
V71
0.24
MOST FREQUENT VALUES
3153916
1
0.0%
3548654
1
0.0%
3079669
1
0.0%
3077620
1
0.0%
3067379
1
0.0%
3065330
1
0.0%
3071473
1
0.0%
3069424
1
0.0%
3575945
1
0.0%
3053048
1
0.0%
3290604
1
0.0%
3540458
1
0.0%
3546601
1
0.0%
3042791
1
0.0%
3040742
1
0.0%
SMALLEST VALUES
2987004
1
0.0%
2987008
1
0.0%
2987010
1
0.0%
2987011
1
0.0%
2987016
1
0.0%
2987017
1
0.0%
2987022
1
0.0%
2987038
1
0.0%
2987040
1
0.0%
2987048
1
0.0%
2987049
1
0.0%
2987057
1
0.0%
2987066
1
0.0%
2987069
1
0.0%
2987070
1
0.0%
LARGEST VALUES
3577534
1
0.0%
3577531
1
0.0%
3577529
1
0.0%
3577526
1
0.0%
3577521
1
0.0%
3577509
1
0.0%
3577506
1
0.0%
3577501
1
0.0%
3577499
1
0.0%
3577495
1
0.0%
3577486
1
0.0%
3577478
1
0.0%
3577476
1
0.0%
3577472
1
0.0%
3577469
1
0.0%
2
id_01
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
77
(0%)
MAX
0
95%
0
Q3
-5
MEDIAN
-5
AVG
-10
Q1
-10
5%
-40
MIN
-100
RANGE
100
IQR
5.00
STD
14.3
VAR
206
KURT.
16.7
SKEW
-3.67
SUM
-1.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_06
0.20
id_17
-0.18
id_21
-0.17
id_02
-0.14
id_24
-0.13
V250
0.13
V81
-0.13
V40
-0.13
V251
0.12
id_07
0.11
V17
-0.11
V39
-0.11
V58
-0.10
V228
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.39
id_15
0.34
id_16
0.33
id_27
0.28
V260
0.27
id_30
0.24
id_35
0.22
id_34
0.22
id_32
0.22
ProductCD
0.21
M4
0.21
V79
0.20
V52
0.20
V51
0.20
MOST FREQUENT VALUES
-5.0
82,170
57.0%
0.0
19,555
13.6%
-10.0
11,257
7.8%
-20.0
11,211
7.8%
-15.0
5,674
3.9%
-25.0
4,623
3.2%
-45.0
2,143
1.5%
-35.0
1,622
1.1%
-40.0
1,385
1.0%
-100.0
1,012
0.7%
-50.0
709
0.5%
-30.0
682
0.5%
-95.0
428
0.3%
-60.0
410
0.3%
-55.0
320
0.2%
SMALLEST VALUES
-100.0
1,012
0.7%
-99.0
2
0.0%
-96.0
3
0.0%
-95.0
428
0.3%
-94.0
1
0.0%
-93.0
1
0.0%
-92.0
1
0.0%
-90.0
214
0.1%
-89.0
1
0.0%
-88.0
2
0.0%
-87.0
5
0.0%
-86.0
1
0.0%
-85.0
87
0.1%
-82.0
1
0.0%
-80.0
220
0.2%
LARGEST VALUES
0.0
19,555
13.6%
-5.0
82,170
57.0%
-6.0
15
0.0%
-7.0
10
0.0%
-8.0
2
0.0%
-9.0
4
0.0%
-10.0
11,257
7.8%
-11.0
15
0.0%
-12.0
15
0.0%
-13.0
4
0.0%
-14.0
10
0.0%
-15.0
5,674
3.9%
-16.0
13
0.0%
-17.0
9
0.0%
-18.0
23
0.0%
3
id_02
VALUES:
140,872
(98%)
MISSING:
3,361
(2%)
DISTINCT:
115,655
(80%)
MAX
1000k
95%
511k
Q3
229k
AVG
175k
MEDIAN
126k
Q1
68k
5%
11k
MIN
0k
RANGE
1000k
IQR
161k
STD
160k
VAR
25.5B
KURT.
4.01
SKEW
1.84
SUM
24.6B
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_17
0.41
card3
0.33
V34
0.28
V16
0.27
D10
-0.23
id_22
0.19
V20
0.19
D15
-0.19
D6
-0.18
V139
0.18
V140
0.17
V326
-0.17
TransactionID
0.17
V157
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.48
id_35
0.46
M4
0.44
V52
0.41
V51
0.41
V74
0.41
V79
0.41
V94
0.41
V73
0.41
V57
0.41
V33
0.41
V15
0.41
id_30
0.40
id_34
0.40
MOST FREQUENT VALUES
1102.0
11
0.0%
696.0
10
0.0%
1116.0
9
0.0%
1117.0
9
0.0%
1141.0
9
0.0%
1083.0
9
0.0%
1120.0
9
0.0%
1127.0
8
0.0%
1119.0
7
0.0%
1109.0
7
0.0%
1138.0
7
0.0%
1304.0
7
0.0%
1166.0
7
0.0%
1110.0
7
0.0%
1179.0
7
0.0%
SMALLEST VALUES
1.0
1
0.0%
2.0
1
0.0%
30.0
1
0.0%
36.0
1
0.0%
41.0
1
0.0%
43.0
1
0.0%
44.0
1
0.0%
48.0
2
0.0%
50.0
1
0.0%
54.0
1
0.0%
55.0
1
0.0%
56.0
1
0.0%
58.0
1
0.0%
60.0
1
0.0%
62.0
1
0.0%
LARGEST VALUES
999595.0
1
0.0%
999074.0
1
0.0%
998295.0
1
0.0%
998126.0
1
0.0%
997741.0
1
0.0%
997471.0
1
0.0%
997251.0
1
0.0%
997118.0
1
0.0%
996739.0
1
0.0%
996722.0
1
0.0%
996666.0
1
0.0%
995998.0
1
0.0%
994720.0
1
0.0%
994388.0
1
0.0%
994331.0
1
0.0%
4
id_03
VALUES:
66,324
(46%)
MISSING:
77,909
(54%)
DISTINCT:
24
(0%)
MAX
10.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
-13.0
RANGE
23.0
IQR
0.00
STD
0.598
VAR
0.358
KURT.
103
SKEW
-0.782
SUM
3,992
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_09
0.71
id_04
0.34
id_10
0.11
V159
0.09
V150
0.08
V151
0.08
V145
0.08
V144
0.08
V160
0.08
V152
0.07
id_21
0.07
id_22
0.07
id_08
0.06
id_06
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_16
0.07
id_15
0.07
id_29
0.07
id_28
0.06
id_30
0.04
V260
0.04
isFraud
0.04
DeviceType
0.04
V120
0.04
V122
0.04
V121
0.04
R_emaildomain
0.03
id_37
0.03
V64
0.03
MOST FREQUENT VALUES
0.0
63,903
96.3%
1.0
863
1.3%
3.0
668
1.0%
2.0
421
0.6%
5.0
109
0.2%
4.0
100
0.2%
6.0
64
0.1%
-5.0
33
0.0%
-6.0
31
0.0%
-7.0
21
0.0%
-4.0
21
0.0%
-10.0
17
0.0%
-8.0
14
0.0%
-2.0
12
0.0%
-1.0
12
0.0%
SMALLEST VALUES
-13.0
3
0.0%
-12.0
3
0.0%
-11.0
6
0.0%
-10.0
17
0.0%
-9.0
6
0.0%
-8.0
14
0.0%
-7.0
21
0.0%
-6.0
31
0.0%
-5.0
33
0.0%
-4.0
21
0.0%
-3.0
8
0.0%
-2.0
12
0.0%
-1.0
12
0.0%
0.0
63,903
96.3%
1.0
863
1.3%
LARGEST VALUES
10.0
1
0.0%
9.0
3
0.0%
8.0
1
0.0%
7.0
4
0.0%
6.0
64
0.1%
5.0
109
0.2%
4.0
100
0.2%
3.0
668
1.0%
2.0
421
0.6%
1.0
863
1.3%
0.0
63,903
96.3%
-1.0
12
0.0%
-2.0
12
0.0%
-3.0
8
0.0%
-4.0
21
0.0%
5
id_04
VALUES:
66,324
(46%)
MISSING:
77,909
(54%)
DISTINCT:
15
(0%)
MAX
0.0
95%
0.0
Q3
0.0
MEDIAN
0.0
AVG
-0.1
Q1
0.0
5%
0.0
MIN
-28.0
RANGE
28.0
IQR
0.00
STD
0.701
VAR
0.491
KURT.
251
SKEW
-14.3
SUM
-3,909
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_03
0.34
id_10
0.34
id_09
0.25
id_25
-0.08
id_06
0.08
id_24
-0.07
D8
-0.06
id_08
0.05
id_07
0.04
id_14
-0.04
id_01
0.04
id_26
-0.04
id_05
-0.03
V250
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_16
0.06
id_15
0.06
id_29
0.05
id_28
0.05
isFraud
0.05
id_23
0.04
id_30
0.04
id_27
0.04
id_37
0.03
V115
0.03
R_emaildomain
0.03
V116
0.03
V114
0.03
V117
0.03
MOST FREQUENT VALUES
0.0
65,739
99.1%
-5.0
132
0.2%
-6.0
98
0.1%
-8.0
64
0.1%
-4.0
51
0.1%
-1.0
43
0.1%
-11.0
35
0.1%
-12.0
34
0.1%
-10.0
30
0.0%
-9.0
26
0.0%
-13.0
24
0.0%
-7.0
21
0.0%
-2.0
15
0.0%
-3.0
10
0.0%
-28.0
2
0.0%
SMALLEST VALUES
-28.0
2
0.0%
-13.0
24
0.0%
-12.0
34
0.1%
-11.0
35
0.1%
-10.0
30
0.0%
-9.0
26
0.0%
-8.0
64
0.1%
-7.0
21
0.0%
-6.0
98
0.1%
-5.0
132
0.2%
-4.0
51
0.1%
-3.0
10
0.0%
-2.0
15
0.0%
-1.0
43
0.1%
0.0
65,739
99.1%
LARGEST VALUES
0.0
65,739
99.1%
-1.0
43
0.1%
-2.0
15
0.0%
-3.0
10
0.0%
-4.0
51
0.1%
-5.0
132
0.2%
-6.0
98
0.1%
-7.0
21
0.0%
-8.0
64
0.1%
-9.0
26
0.0%
-10.0
30
0.0%
-11.0
35
0.1%
-12.0
34
0.1%
-13.0
24
0.0%
-28.0
2
0.0%
6
id_05
VALUES:
136,865
(95%)
MISSING:
7,368
(5%)
DISTINCT:
93
(0%)
MAX
52
95%
12
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
-72
RANGE
124
IQR
1.00
STD
5.25
VAR
27.6
KURT.
13.7
SKEW
2.45
SUM
221k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_06
-0.29
id_07
0.22
id_17
-0.20
card3
-0.16
id_18
-0.14
id_22
-0.13
V250
-0.13
V251
-0.12
V34
-0.12
V16
-0.11
id_21
-0.10
id_02
-0.10
V253
0.09
id_09
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.25
id_32
0.21
id_34
0.19
id_35
0.19
ProductCD
0.19
M4
0.18
V51
0.18
V52
0.18
V79
0.18
V94
0.18
V65
0.18
V74
0.18
V15
0.18
V33
0.18
MOST FREQUENT VALUES
0.0
92,743
67.8%
1.0
8,293
6.1%
2.0
4,937
3.6%
3.0
3,854
2.8%
4.0
2,941
2.1%
6.0
2,338
1.7%
5.0
2,312
1.7%
7.0
1,475
1.1%
8.0
1,266
0.9%
9.0
1,066
0.8%
10.0
1,008
0.7%
11.0
902
0.7%
12.0
892
0.7%
13.0
766
0.6%
14.0
702
0.5%
SMALLEST VALUES
-72.0
5
0.0%
-46.0
1
0.0%
-44.0
1
0.0%
-40.0
3
0.0%
-39.0
1
0.0%
-38.0
1
0.0%
-37.0
2
0.0%
-35.0
1
0.0%
-34.0
1
0.0%
-33.0
2
0.0%
-32.0
3
0.0%
-31.0
4
0.0%
-30.0
14
0.0%
-29.0
2
0.0%
-28.0
5
0.0%
LARGEST VALUES
52.0
4
0.0%
50.0
2
0.0%
48.0
1
0.0%
47.0
2
0.0%
46.0
2
0.0%
45.0
7
0.0%
44.0
4
0.0%
43.0
6
0.0%
42.0
8
0.0%
41.0
15
0.0%
40.0
10
0.0%
39.0
18
0.0%
38.0
16
0.0%
37.0
13
0.0%
36.0
21
0.0%
7
id_06
VALUES:
136,865
(95%)
MISSING:
7,368
(5%)
DISTINCT:
101
(0%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-7
Q1
-6
5%
-33
MIN
-100
RANGE
100
IQR
6.00
STD
16.5
VAR
272
KURT.
17.4
SKEW
-3.90
SUM
-917k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V250
0.36
V251
0.35
id_08
0.33
id_05
-0.29
id_10
0.22
D14
-0.22
id_01
0.20
V255
0.16
V256
0.15
dist2
-0.14
V248
-0.14
id_22
0.13
V253
-0.12
id_21
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.30
V241
0.29
id_23
0.25
V260
0.22
id_27
0.20
DeviceType
0.17
id_30
0.15
M4
0.09
id_15
0.08
id_35
0.08
id_32
0.08
V64
0.08
V22
0.08
V85
0.07
MOST FREQUENT VALUES
0.0
91,325
66.7%
-1.0
4,687
3.4%
-5.0
3,849
2.8%
-6.0
3,257
2.4%
-9.0
2,634
1.9%
-100.0
2,431
1.8%
-8.0
1,994
1.5%
-10.0
1,964
1.4%
-11.0
1,832
1.3%
-7.0
1,453
1.1%
-12.0
1,361
1.0%
-4.0
1,277
0.9%
-33.0
864
0.6%
-13.0
863
0.6%
-28.0
845
0.6%
SMALLEST VALUES
-100.0
2,431
1.8%
-99.0
1
0.0%
-98.0
17
0.0%
-97.0
7
0.0%
-96.0
10
0.0%
-95.0
2
0.0%
-94.0
10
0.0%
-93.0
4
0.0%
-92.0
6
0.0%
-91.0
4
0.0%
-90.0
10
0.0%
-89.0
1
0.0%
-88.0
8
0.0%
-87.0
5
0.0%
-86.0
5
0.0%
LARGEST VALUES
0.0
91,325
66.7%
-1.0
4,687
3.4%
-2.0
403
0.3%
-3.0
568
0.4%
-4.0
1,277
0.9%
-5.0
3,849
2.8%
-6.0
3,257
2.4%
-7.0
1,453
1.1%
-8.0
1,994
1.5%
-9.0
2,634
1.9%
-10.0
1,964
1.4%
-11.0
1,832
1.3%
-12.0
1,361
1.0%
-13.0
863
0.6%
-14.0
477
0.3%
8
id_07
VALUES:
5,155
(4%)
MISSING:
139,078
(96%)
DISTINCT:
84
(0%)
MAX
61
95%
31
Q3
22
MEDIAN
14
AVG
13
Q1
5
5%
-3
MIN
-46
RANGE
107
IQR
17.0
STD
11.4
VAR
130
KURT.
0.672
SKEW
-0.161
SUM
68,486
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V34
-0.37
V16
-0.37
V58
-0.28
id_22
-0.28
id_05
0.22
card3
-0.20
id_21
-0.19
id_18
-0.16
id_14
-0.16
id_26
-0.13
V44
-0.12
V77
-0.12
TransactionDT
-0.12
V62
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.77
id_27
0.75
id_30
0.22
id_32
0.17
id_34
0.13
id_35
0.12
V64
0.12
V22
0.12
ProductCD
0.12
M4
0.12
V65
0.12
V63
0.11
V79
0.11
V94
0.11
MOST FREQUENT VALUES
0.0
409
7.9%
16.0
245
4.8%
14.0
228
4.4%
12.0
208
4.0%
15.0
186
3.6%
17.0
180
3.5%
4.0
178
3.5%
13.0
175
3.4%
5.0
154
3.0%
10.0
152
2.9%
25.0
148
2.9%
3.0
141
2.7%
22.0
138
2.7%
26.0
136
2.6%
23.0
135
2.6%
SMALLEST VALUES
-46.0
2
0.0%
-37.0
1
0.0%
-33.0
1
0.0%
-32.0
3
0.1%
-31.0
5
0.1%
-30.0
4
0.1%
-27.0
3
0.1%
-26.0
1
0.0%
-24.0
2
0.0%
-23.0
5
0.1%
-22.0
2
0.0%
-21.0
3
0.1%
-20.0
3
0.1%
-19.0
5
0.1%
-18.0
2
0.0%
LARGEST VALUES
61.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
49.0
1
0.0%
48.0
5
0.1%
46.0
1
0.0%
45.0
2
0.0%
44.0
7
0.1%
43.0
2
0.0%
42.0
12
0.2%
41.0
7
0.1%
40.0
11
0.2%
39.0
18
0.3%
38.0
16
0.3%
37.0
20
0.4%
9
id_08
VALUES:
5,155
(4%)
MISSING:
139,078
(96%)
DISTINCT:
94
(0%)
MAX
0
95%
0
Q3
-23
MEDIAN
-34
AVG
-39
Q1
-48
5%
-100
MIN
-100
RANGE
100
IQR
25.0
STD
26.1
VAR
680
KURT.
0.677
SKEW
-1.02
SUM
-199k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_06
0.33
V62
0.16
V23
-0.15
D12
0.15
id_22
0.14
V16
0.13
V34
0.13
D3
0.12
D4
0.12
V24
-0.12
id_09
0.11
D7
0.11
V58
0.11
V55
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.82
id_27
0.82
id_30
0.23
V22
0.18
V64
0.16
id_32
0.14
id_35
0.12
ProductCD
0.12
V63
0.12
id_34
0.11
V43
0.11
V42
0.11
M4
0.11
V85
0.11
MOST FREQUENT VALUES
-100.0
500
9.7%
0.0
261
5.1%
-34.0
257
5.0%
-33.0
209
4.1%
-32.0
185
3.6%
-35.0
184
3.6%
-25.0
126
2.4%
-31.0
117
2.3%
-30.0
116
2.3%
-24.0
115
2.2%
-51.0
100
1.9%
-36.0
99
1.9%
-45.0
99
1.9%
-48.0
91
1.8%
-27.0
91
1.8%
SMALLEST VALUES
-100.0
500
9.7%
-99.0
9
0.2%
-98.0
1
0.0%
-97.0
1
0.0%
-95.0
2
0.0%
-93.0
1
0.0%
-92.0
2
0.0%
-90.0
1
0.0%
-88.0
6
0.1%
-85.0
4
0.1%
-84.0
3
0.1%
-82.0
3
0.1%
-81.0
4
0.1%
-80.0
3
0.1%
-79.0
7
0.1%
LARGEST VALUES
0.0
261
5.1%
-1.0
27
0.5%
-2.0
6
0.1%
-3.0
13
0.3%
-4.0
44
0.9%
-5.0
38
0.7%
-6.0
40
0.8%
-7.0
37
0.7%
-8.0
33
0.6%
-9.0
66
1.3%
-10.0
64
1.2%
-11.0
56
1.1%
-12.0
54
1.0%
-13.0
43
0.8%
-14.0
40
0.8%
10
id_09
VALUES:
74,926
(52%)
MISSING:
69,307
(48%)
DISTINCT:
46
(0%)
MAX
25.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
-36.0
RANGE
61.0
IQR
0.00
STD
0.984
VAR
0.968
KURT.
194
SKEW
-4.80
SUM
6,820
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_03
0.71
id_10
0.32
id_04
0.25
id_08
0.11
id_05
0.09
id_07
0.08
id_06
0.08
id_26
-0.05
id_21
0.04
V251
0.04
V250
0.04
id_11
-0.04
V150
0.04
V159
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_29
0.06
id_28
0.06
id_32
0.05
id_30
0.05
DeviceType
0.04
id_16
0.04
id_15
0.04
id_34
0.04
V260
0.03
R_emaildomain
0.03
P_emaildomain
0.03
isFraud
0.03
ProductCD
0.03
V64
0.03
MOST FREQUENT VALUES
0.0
70,378
93.9%
1.0
1,616
2.2%
3.0
966
1.3%
2.0
773
1.0%
4.0
270
0.4%
5.0
207
0.3%
6.0
145
0.2%
-6.0
66
0.1%
-5.0
60
0.1%
-4.0
42
0.1%
-7.0
39
0.1%
-10.0
39
0.1%
-1.0
38
0.1%
-8.0
37
0.0%
7.0
33
0.0%
SMALLEST VALUES
-36.0
1
0.0%
-31.0
3
0.0%
-30.0
1
0.0%
-26.0
2
0.0%
-24.0
1
0.0%
-23.0
4
0.0%
-22.0
4
0.0%
-21.0
3
0.0%
-20.0
1
0.0%
-19.0
2
0.0%
-18.0
2
0.0%
-17.0
4
0.0%
-15.0
2
0.0%
-14.0
1
0.0%
-13.0
4
0.0%
LARGEST VALUES
25.0
1
0.0%
17.0
1
0.0%
16.0
3
0.0%
15.0
3
0.0%
14.0
1
0.0%
13.0
4
0.0%
12.0
6
0.0%
11.0
6
0.0%
10.0
11
0.0%
9.0
16
0.0%
8.0
23
0.0%
7.0
33
0.0%
6.0
145
0.2%
5.0
207
0.3%
4.0
270
0.4%
11
id_10
VALUES:
74,926
(52%)
MISSING:
69,307
(48%)
DISTINCT:
62
(0%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-0
Q1
0
5%
0
MIN
-100
RANGE
100
IQR
0.00
STD
2.79
VAR
7.78
KURT.
543
SKEW
-19.5
SUM
-22,562
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_04
0.34
id_09
0.32
id_06
0.22
D8
-0.19
id_21
-0.14
id_24
-0.12
id_03
0.11
D14
-0.11
V250
0.09
V251
0.09
id_08
0.09
id_07
0.07
id_05
-0.07
id_11
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.13
id_30
0.12
id_27
0.10
id_32
0.09
id_29
0.07
id_28
0.07
id_36
0.06
DeviceType
0.06
id_34
0.05
V194
0.04
id_38
0.04
ProductCD
0.04
V52
0.04
id_35
0.04
MOST FREQUENT VALUES
0.0
72,879
97.3%
-6.0
295
0.4%
-5.0
247
0.3%
-1.0
200
0.3%
-8.0
147
0.2%
-11.0
127
0.2%
-9.0
118
0.2%
-12.0
118
0.2%
-10.0
115
0.2%
-7.0
109
0.1%
-13.0
89
0.1%
-4.0
87
0.1%
-2.0
33
0.0%
-16.0
33
0.0%
-28.0
25
0.0%
SMALLEST VALUES
-100.0
20
0.0%
-68.0
2
0.0%
-65.0
1
0.0%
-64.0
1
0.0%
-60.0
4
0.0%
-59.0
1
0.0%
-58.0
1
0.0%
-57.0
1
0.0%
-56.0
4
0.0%
-55.0
1
0.0%
-54.0
7
0.0%
-53.0
1
0.0%
-51.0
1
0.0%
-50.0
1
0.0%
-49.0
4
0.0%
LARGEST VALUES
0.0
72,879
97.3%
-1.0
200
0.3%
-2.0
33
0.0%
-3.0
24
0.0%
-4.0
87
0.1%
-5.0
247
0.3%
-6.0
295
0.4%
-7.0
109
0.1%
-8.0
147
0.2%
-9.0
118
0.2%
-10.0
115
0.2%
-11.0
127
0.2%
-12.0
118
0.2%
-13.0
89
0.1%
-14.0
17
0.0%
12
id_11
VALUES:
140,978
(98%)
MISSING:
3,255
(2%)
DISTINCT:
365
(0%)
MAX
100.0
95%
100.0
Q3
100.0
MEDIAN
100.0
AVG
99.7
Q1
100.0
5%
97.5
MIN
90.0
RANGE
10.0
IQR
0.00
STD
1.13
VAR
1.27
KURT.
24.5
SKEW
-4.83
SUM
14.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V192
-0.18
V193
-0.16
V187
-0.16
V191
-0.12
V234
-0.12
V196
-0.11
V207
-0.11
V186
-0.10
id_21
-0.10
V172
-0.10
id_24
-0.10
V215
-0.09
V190
-0.09
V176
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_29
1.00
id_28
1.00
id_15
1.00
id_37
1.00
id_38
1.00
id_35
1.00
id_36
1.00
DeviceType
0.97
V194
0.46
id_16
0.45
V260
0.34
V240
0.29
V241
0.29
id_34
0.16
MOST FREQUENT VALUES
100.0
133,162
94.5%
95.08000183105469
1,231
0.9%
95.16000366210938
754
0.5%
97.12000274658205
440
0.3%
96.66999816894531
333
0.2%
95.6500015258789
286
0.2%
96.19000244140624
241
0.2%
94.29000091552734
228
0.2%
93.5500030517578
204
0.1%
96.47000122070312
162
0.1%
94.0500030517578
133
0.1%
96.72000122070312
132
0.1%
97.13999938964844
120
0.1%
94.1999969482422
112
0.1%
97.62000274658205
106
0.1%
SMALLEST VALUES
90.0
18
0.0%
90.0999984741211
4
0.0%
90.11000061035156
2
0.0%
90.16000366210938
2
0.0%
90.1999969482422
50
0.0%
90.20999908447266
3
0.0%
90.23999786376952
2
0.0%
90.2699966430664
13
0.0%
90.27999877929688
1
0.0%
90.29000091552734
7
0.0%
90.31999969482422
8
0.0%
90.3499984741211
16
0.0%
90.36000061035156
2
0.0%
90.37999725341795
5
0.0%
90.41000366210938
3
0.0%
LARGEST VALUES
100.0
133,162
94.5%
99.22000122070312
5
0.0%
99.13999938964844
1
0.0%
99.0999984741211
1
0.0%
99.04000091552734
1
0.0%
99.01000213623048
3
0.0%
98.9800033569336
9
0.0%
98.97000122070312
1
0.0%
98.9499969482422
2
0.0%
98.94000244140624
9
0.0%
98.93000030517578
1
0.0%
98.91999816894531
6
0.0%
98.91000366210938
2
0.0%
98.9000015258789
2
0.0%
98.81999969482422
8
0.0%
13
id_12
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
2
(0%)
TOP CATEGORIES
NotFound
123,025
85%
Found
21,208
15%
ALL
144,233
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_12
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_12:
ProductCD
0.29
M4
0.21
V79
0.20
V94
0.20
V51
0.20
V52
0.20
V74
0.20
V73
0.20
V57
0.20
V15
0.20
V33
0.20
id_30
0.19
id_35
0.19
id_34
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
CORRELATION RATIO WITH...
V326
0.37
V327
0.37
V100
0.37
V99
0.37
V328
0.36
V104
0.36
addr2
0.35
V140
0.35
V139
0.34
V285
0.34
V297
0.33
V34
0.33
V16
0.32
V181
0.32
14
id_13
VALUES:
127,320
(88%)
MISSING:
16,913
(12%)
DISTINCT:
54
(0%)
MAX
64.0
95%
64.0
Q3
52.0
MEDIAN
52.0
AVG
48.1
Q1
49.0
5%
20.0
MIN
10.0
RANGE
54.0
IQR
3.00
STD
11.8
VAR
139
KURT.
1.27
SKEW
-1.26
SUM
6.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V302
0.18
id_21
0.16
V304
0.14
V17
0.14
V18
0.13
V303
0.10
id_22
0.10
id_07
-0.10
id_01
0.09
TransactionDT
0.09
TransactionID
0.09
D8
0.08
V80
0.08
V81
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_38
0.42
ProductCD
0.39
id_30
0.38
id_36
0.33
id_37
0.28
DeviceType
0.27
id_35
0.26
id_15
0.24
id_28
0.21
id_29
0.21
R_emaildomain
0.20
id_32
0.17
M4
0.16
V22
0.16
MOST FREQUENT VALUES
52.0
58,099
45.6%
49.0
26,365
20.7%
64.0
14,429
11.3%
33.0
10,048
7.9%
27.0
3,666
2.9%
20.0
2,878
2.3%
14.0
2,499
2.0%
63.0
1,468
1.2%
19.0
1,147
0.9%
25.0
1,066
0.8%
43.0
842
0.7%
62.0
813
0.6%
18.0
688
0.5%
41.0
654
0.5%
55.0
523
0.4%
SMALLEST VALUES
10.0
1
0.0%
11.0
373
0.3%
12.0
2
0.0%
13.0
21
0.0%
14.0
2,499
2.0%
15.0
372
0.3%
17.0
3
0.0%
18.0
688
0.5%
19.0
1,147
0.9%
20.0
2,878
2.3%
21.0
3
0.0%
22.0
5
0.0%
23.0
1
0.0%
24.0
318
0.2%
25.0
1,066
0.8%
LARGEST VALUES
64.0
14,429
11.3%
63.0
1,468
1.2%
62.0
813
0.6%
61.0
108
0.1%
60.0
3
0.0%
59.0
1
0.0%
58.0
17
0.0%
57.0
3
0.0%
56.0
9
0.0%
55.0
523
0.4%
54.0
67
0.1%
53.0
4
0.0%
52.0
58,099
45.6%
51.0
196
0.2%
50.0
1
0.0%
15
id_14
VALUES:
80,044
(55%)
MISSING:
64,189
(45%)
DISTINCT:
25
(0%)
MAX
720
95%
-300
Q3
-300
MEDIAN
-300
AVG
-345
Q1
-360
5%
-480
MIN
-660
RANGE
1,380
IQR
60.0
STD
93.7
VAR
8,779
KURT.
25.8
SKEW
2.71
SUM
-27.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_20
0.36
addr2
-0.20
id_07
-0.16
V20
-0.16
V62
-0.14
id_18
0.13
D7
-0.12
id_26
-0.12
id_24
-0.11
D12
-0.11
id_22
0.10
dist2
0.10
D3
-0.10
V326
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.90
id_32
0.90
id_35
0.90
id_34
0.88
ProductCD
0.84
M4
0.83
V79
0.80
V94
0.80
V52
0.80
V51
0.80
V74
0.79
V73
0.79
V57
0.79
V15
0.78
MOST FREQUENT VALUES
-300.0
44,121
55.1%
-360.0
16,661
20.8%
-480.0
12,891
16.1%
-420.0
4,542
5.7%
-600.0
498
0.6%
60.0
369
0.5%
0.0
192
0.2%
-240.0
159
0.2%
-180.0
126
0.2%
-540.0
111
0.1%
480.0
80
0.1%
540.0
64
0.1%
600.0
62
0.1%
120.0
41
0.1%
180.0
37
0.0%
SMALLEST VALUES
-660.0
2
0.0%
-600.0
498
0.6%
-540.0
111
0.1%
-480.0
12,891
16.1%
-420.0
4,542
5.7%
-360.0
16,661
20.8%
-300.0
44,121
55.1%
-240.0
159
0.2%
-210.0
1
0.0%
-180.0
126
0.2%
-120.0
1
0.0%
0.0
192
0.2%
60.0
369
0.5%
120.0
41
0.1%
180.0
37
0.0%
LARGEST VALUES
720.0
9
0.0%
600.0
62
0.1%
540.0
64
0.1%
480.0
80
0.1%
420.0
19
0.0%
360.0
1
0.0%
330.0
17
0.0%
300.0
12
0.0%
270.0
15
0.0%
240.0
13
0.0%
180.0
37
0.0%
120.0
41
0.1%
60.0
369
0.5%
0.0
192
0.2%
-120.0
1
0.0%
16
id_15
VALUES:
140,985
(98%)
MISSING:
3,248
(2%)
DISTINCT:
3
(0%)
TOP CATEGORIES
Found
67,728
48%
New
61,612
44%
Unknown
11,645
8%
ALL
140,985
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_15
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_15:
id_16
0.90
id_28
0.59
id_29
0.55
id_37
0.28
V260
0.20
id_35
0.15
DeviceType
0.14
id_36
0.11
id_38
0.11
id_30
0.09
V194
0.09
id_32
0.08
id_34
0.08
V174
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_15
CORRELATION RATIO WITH...
id_11
1.00
D9
0.66
id_17
0.63
V302
0.42
V262
0.41
V197
0.40
V195
0.36
id_20
0.36
V304
0.34
id_19
0.34
id_01
0.34
D8
0.34
id_14
0.31
V40
0.31
17
id_16
VALUES:
129,340
(90%)
MISSING:
14,893
(10%)
DISTINCT:
2
(0%)
TOP CATEGORIES
Found
66,324
51%
NotFound
63,016
49%
ALL
129,340
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_16
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_16:
id_15
0.95
id_29
0.57
id_28
0.55
id_37
0.24
V260
0.21
id_35
0.10
DeviceType
0.10
id_30
0.10
id_32
0.08
id_34
0.08
V174
0.07
id_36
0.06
id_38
0.06
id_12
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_16
CORRELATION RATIO WITH...
D9
0.68
id_11
0.45
V262
0.41
D8
0.34
id_01
0.33
id_14
0.31
V171
0.28
V170
0.26
V185
0.24
V184
0.24
V40
0.23
V175
0.23
V81
0.22
addr2
0.21
18
id_17
VALUES:
139,369
(97%)
MISSING:
4,864
(3%)
DISTINCT:
104
(0%)
MAX
229
95%
225
Q3
225
AVG
189
MEDIAN
166
Q1
166
5%
166
MIN
100
RANGE
129
IQR
59.0
STD
30.4
VAR
923
KURT.
-1.35
SKEW
0.138
SUM
26.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
card3
0.74
V34
0.60
id_22
0.59
V16
0.59
addr2
-0.56
D10
-0.43
id_02
0.41
V58
0.41
TransactionAmt
-0.33
V20
0.28
id_20
0.28
D15
-0.27
id_18
0.23
TransactionID
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.85
id_38
0.65
DeviceType
0.63
id_15
0.63
ProductCD
0.62
id_28
0.62
id_29
0.62
id_37
0.62
id_36
0.61
M4
0.61
V43
0.59
V42
0.59
V79
0.59
V94
0.59
MOST FREQUENT VALUES
166.0
78,631
56.4%
225.0
56,968
40.9%
102.0
689
0.5%
159.0
352
0.3%
100.0
336
0.2%
121.0
279
0.2%
148.0
229
0.2%
150.0
126
0.1%
191.0
123
0.1%
142.0
122
0.1%
192.0
108
0.1%
144.0
93
0.1%
149.0
84
0.1%
218.0
77
0.1%
106.0
64
0.0%
SMALLEST VALUES
100.0
336
0.2%
101.0
9
0.0%
102.0
689
0.5%
105.0
1
0.0%
106.0
64
0.0%
107.0
12
0.0%
109.0
7
0.0%
110.0
18
0.0%
111.0
13
0.0%
112.0
1
0.0%
114.0
12
0.0%
116.0
5
0.0%
117.0
4
0.0%
118.0
2
0.0%
119.0
34
0.0%
LARGEST VALUES
229.0
1
0.0%
228.0
8
0.0%
226.0
6
0.0%
225.0
56,968
40.9%
220.0
1
0.0%
219.0
1
0.0%
218.0
77
0.1%
217.0
14
0.0%
216.0
13
0.0%
214.0
9
0.0%
213.0
3
0.0%
212.0
23
0.0%
211.0
1
0.0%
210.0
38
0.0%
208.0
9
0.0%
19
id_18
VALUES:
45,113
(31%)
MISSING:
99,120
(69%)
DISTINCT:
18
(0%)
MAX
29.0
95%
15.0
Q3
15.0
MEDIAN
15.0
AVG
14.2
Q1
13.0
5%
12.0
MIN
10.0
RANGE
19.0
IQR
2.00
STD
1.56
VAR
2.44
KURT.
13.3
SKEW
2.07
SUM
642k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_17
0.23
id_21
0.20
V34
0.19
V16
0.19
card3
0.17
id_20
0.16
id_07
-0.16
id_02
0.14
id_05
-0.14
id_22
0.13
V58
0.13
id_14
0.13
V234
-0.12
D10
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.20
V240
0.20
V241
0.20
DeviceType
0.20
id_23
0.17
id_32
0.15
M4
0.14
id_35
0.14
id_37
0.13
V260
0.13
id_34
0.13
ProductCD
0.12
V65
0.11
V64
0.11
MOST FREQUENT VALUES
15.0
25,489
56.5%
13.0
13,439
29.8%
12.0
4,656
10.3%
18.0
650
1.4%
20.0
339
0.8%
17.0
233
0.5%
26.0
89
0.2%
21.0
78
0.2%
24.0
52
0.1%
11.0
36
0.1%
27.0
32
0.1%
29.0
9
0.0%
23.0
4
0.0%
14.0
3
0.0%
16.0
1
0.0%
SMALLEST VALUES
10.0
1
0.0%
11.0
36
0.1%
12.0
4,656
10.3%
13.0
13,439
29.8%
14.0
3
0.0%
15.0
25,489
56.5%
16.0
1
0.0%
17.0
233
0.5%
18.0
650
1.4%
20.0
339
0.8%
21.0
78
0.2%
23.0
4
0.0%
24.0
52
0.1%
25.0
1
0.0%
26.0
89
0.2%
LARGEST VALUES
29.0
9
0.0%
28.0
1
0.0%
27.0
32
0.1%
26.0
89
0.2%
25.0
1
0.0%
24.0
52
0.1%
23.0
4
0.0%
21.0
78
0.2%
20.0
339
0.8%
18.0
650
1.4%
17.0
233
0.5%
16.0
1
0.0%
15.0
25,489
56.5%
14.0
3
0.0%
13.0
13,439
29.8%
20
id_19
VALUES:
139,318
(97%)
MISSING:
4,915
(3%)
DISTINCT:
522
(0%)
MAX
671
95%
609
Q3
427
AVG
353
MEDIAN
341
Q1
266
5%
122
MIN
100
RANGE
571
IQR
161
STD
141
VAR
19,908
KURT.
-0.802
SKEW
0.198
SUM
49.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_21
0.25
id_24
0.25
id_17
-0.21
V34
-0.20
V16
-0.19
V330
0.19
D10
0.18
V329
0.18
V324
0.17
V333
0.17
V106
0.17
V328
0.17
V323
0.17
V332
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.38
DeviceType
0.35
id_15
0.34
id_38
0.34
id_28
0.34
id_29
0.34
id_36
0.34
id_37
0.34
id_30
0.25
id_32
0.25
id_34
0.24
id_16
0.20
id_23
0.20
V194
0.19
MOST FREQUENT VALUES
266.0
19,849
14.2%
410.0
11,318
8.1%
427.0
8,808
6.3%
529.0
8,122
5.8%
312.0
6,227
4.5%
100.0
5,262
3.8%
542.0
5,116
3.7%
215.0
4,728
3.4%
153.0
4,384
3.1%
417.0
4,085
2.9%
352.0
3,916
2.8%
176.0
3,845
2.8%
290.0
3,618
2.6%
193.0
3,094
2.2%
633.0
2,702
1.9%
SMALLEST VALUES
100.0
5,262
3.8%
101.0
2
0.0%
102.0
8
0.0%
103.0
42
0.0%
104.0
32
0.0%
105.0
37
0.0%
106.0
8
0.0%
107.0
55
0.0%
108.0
6
0.0%
109.0
12
0.0%
110.0
11
0.0%
112.0
26
0.0%
113.0
20
0.0%
114.0
2
0.0%
116.0
3
0.0%
LARGEST VALUES
671.0
3
0.0%
670.0
6
0.0%
669.0
68
0.0%
668.0
1
0.0%
667.0
38
0.0%
666.0
8
0.0%
665.0
22
0.0%
664.0
13
0.0%
663.0
3
0.0%
662.0
2
0.0%
661.0
12
0.0%
660.0
3
0.0%
659.0
7
0.0%
658.0
3
0.0%
657.0
3
0.0%
21
id_20
VALUES:
139,261
(97%)
MISSING:
4,972
(3%)
DISTINCT:
394
(0%)
MAX
661
95%
600
Q3
533
MEDIAN
472
AVG
404
Q1
256
5%
153
MIN
100
RANGE
561
IQR
277
STD
152
VAR
23,153
KURT.
-1.32
SKEW
-0.319
SUM
56.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_14
0.36
id_17
0.28
card3
0.25
id_24
-0.19
id_18
0.16
V330
0.12
V250
-0.12
V329
0.11
V251
-0.11
V34
0.11
id_02
0.11
card5
-0.11
V324
0.11
V328
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.42
DeviceType
0.37
id_38
0.36
id_15
0.36
id_37
0.36
id_28
0.36
id_29
0.36
id_36
0.36
V22
0.27
V21
0.27
V63
0.27
V64
0.27
ProductCD
0.26
V85
0.26
MOST FREQUENT VALUES
507.0
22,311
16.0%
222.0
11,065
7.9%
325.0
8,133
5.8%
533.0
6,611
4.7%
214.0
5,664
4.1%
549.0
5,643
4.1%
600.0
5,563
4.0%
563.0
4,711
3.4%
333.0
3,691
2.7%
595.0
3,478
2.5%
161.0
3,174
2.3%
500.0
2,804
2.0%
401.0
2,576
1.8%
489.0
2,550
1.8%
597.0
2,532
1.8%
SMALLEST VALUES
100.0
612
0.4%
101.0
1
0.0%
102.0
2
0.0%
103.0
42
0.0%
104.0
9
0.0%
105.0
2
0.0%
107.0
807
0.6%
108.0
1
0.0%
109.0
1
0.0%
110.0
5
0.0%
111.0
131
0.1%
112.0
4
0.0%
113.0
8
0.0%
116.0
1
0.0%
117.0
10
0.0%
LARGEST VALUES
661.0
1
0.0%
660.0
17
0.0%
659.0
1
0.0%
657.0
6
0.0%
656.0
2
0.0%
655.0
4
0.0%
652.0
1
0.0%
650.0
12
0.0%
649.0
3
0.0%
648.0
38
0.0%
645.0
2
0.0%
644.0
6
0.0%
643.0
1
0.0%
642.0
1
0.0%
641.0
5
0.0%
22
id_21
VALUES:
5,159
(4%)
MISSING:
139,074
(96%)
DISTINCT:
490
(0%)
MAX
854
95%
815
Q3
486
AVG
368
MEDIAN
252
Q1
252
5%
228
MIN
100
RANGE
754
IQR
234
STD
199
VAR
39,540
KURT.
0.095
SKEW
1.24
SUM
1.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V45
0.28
V44
0.26
id_19
0.25
id_24
0.22
V234
0.21
V39
0.21
V40
0.21
id_18
0.20
D15
-0.20
D8
0.19
id_07
-0.19
id_01
-0.17
id_13
0.16
V86
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.91
id_27
0.88
id_30
0.20
V22
0.14
V64
0.13
V63
0.12
id_32
0.12
id_35
0.12
V43
0.11
V42
0.11
ProductCD
0.11
V21
0.11
M4
0.11
V85
0.11
MOST FREQUENT VALUES
252.0
2,542
49.3%
228.0
239
4.6%
255.0
109
2.1%
596.0
103
2.0%
576.0
101
2.0%
849.0
88
1.7%
277.0
86
1.7%
755.0
65
1.3%
848.0
58
1.1%
668.0
53
1.0%
770.0
49
0.9%
249.0
40
0.8%
537.0
38
0.7%
256.0
30
0.6%
440.0
28
0.5%
SMALLEST VALUES
100.0
4
0.1%
101.0
16
0.3%
102.0
1
0.0%
105.0
1
0.0%
106.0
2
0.0%
109.0
6
0.1%
113.0
1
0.0%
114.0
2
0.0%
115.0
1
0.0%
117.0
1
0.0%
119.0
1
0.0%
121.0
1
0.0%
123.0
4
0.1%
124.0
1
0.0%
126.0
4
0.1%
LARGEST VALUES
854.0
18
0.3%
853.0
4
0.1%
851.0
2
0.0%
849.0
88
1.7%
848.0
58
1.1%
846.0
2
0.0%
845.0
2
0.0%
844.0
1
0.0%
841.0
1
0.0%
840.0
1
0.0%
839.0
11
0.2%
838.0
1
0.0%
835.0
3
0.1%
834.0
5
0.1%
831.0
3
0.1%
23
id_22
VALUES:
5,169
(4%)
MISSING:
139,064
(96%)
DISTINCT:
25
(0%)
MAX
44.0
95%
41.0
Q3
14.0
AVG
16.0
MEDIAN
14.0
Q1
14.0
5%
14.0
MIN
10.0
RANGE
34.0
IQR
0.00
STD
6.90
VAR
47.6
KURT.
8.60
SKEW
3.23
SUM
82,718
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V34
0.71
V16
0.71
card3
0.66
id_17
0.59
V58
0.58
V62
0.36
V20
0.32
D15
-0.32
D10
-0.29
addr2
-0.29
id_26
0.28
id_07
-0.28
V77
0.25
V86
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.92
id_27
0.92
id_30
0.19
V22
0.15
V64
0.13
id_32
0.12
V63
0.11
V21
0.10
V43
0.10
V42
0.10
V85
0.10
id_35
0.09
V84
0.09
ProductCD
0.09
MOST FREQUENT VALUES
14.0
4,736
91.6%
41.0
321
6.2%
33.0
38
0.7%
21.0
7
0.1%
17.0
7
0.1%
39.0
6
0.1%
12.0
5
0.1%
31.0
5
0.1%
22.0
5
0.1%
35.0
5
0.1%
36.0
5
0.1%
26.0
4
0.1%
20.0
4
0.1%
24.0
4
0.1%
28.0
3
0.1%
SMALLEST VALUES
10.0
1
0.0%
12.0
5
0.1%
14.0
4,736
91.6%
17.0
7
0.1%
18.0
1
0.0%
19.0
2
0.0%
20.0
4
0.1%
21.0
7
0.1%
22.0
5
0.1%
23.0
1
0.0%
24.0
4
0.1%
26.0
4
0.1%
28.0
3
0.1%
31.0
5
0.1%
33.0
38
0.7%
LARGEST VALUES
44.0
1
0.0%
43.0
1
0.0%
42.0
3
0.1%
41.0
321
6.2%
40.0
1
0.0%
39.0
6
0.1%
38.0
2
0.0%
37.0
1
0.0%
36.0
5
0.1%
35.0
5
0.1%
33.0
38
0.7%
31.0
5
0.1%
28.0
3
0.1%
26.0
4
0.1%
24.0
4
0.1%
24
id_23
VALUES:
5,169
(4%)
MISSING:
139,064
(96%)
DISTINCT:
3
(0%)
TOP CATEGORIES
IP_PROXY:TRANSPARENT
3,489
67%
IP_PROXY:ANONYMOUS
1,071
21%
IP_PROXY:HIDDEN
609
12%
ALL
5,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_23
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_23:
id_27
0.84
id_30
0.18
id_32
0.10
V64
0.07
V22
0.07
id_34
0.07
id_35
0.07
ProductCD
0.07
V63
0.06
M4
0.06
V79
0.06
V52
0.06
V51
0.06
V94
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
CORRELATION RATIO WITH...
id_26
0.98
id_25
0.95
id_24
0.94
id_22
0.92
id_21
0.91
id_08
0.82
id_07
0.77
id_01
0.39
id_17
0.35
id_06
0.25
id_20
0.20
id_19
0.20
V234
0.17
id_18
0.17
25
id_24
VALUES:
4,747
(3%)
MISSING:
139,486
(97%)
DISTINCT:
12
(0%)
MAX
26.0
95%
16.0
Q3
15.0
AVG
12.8
MEDIAN
11.0
Q1
11.0
5%
11.0
MIN
11.0
RANGE
15.0
IQR
4.00
STD
2.37
VAR
5.63
KURT.
2.82
SKEW
1.29
SUM
60,766
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_19
0.25
id_21
0.22
D15
-0.21
V20
0.20
id_20
-0.19
V326
-0.18
V323
-0.17
D13
-0.17
V285
-0.17
V99
-0.16
V62
0.16
V327
-0.16
V96
-0.16
V55
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_27
0.94
id_23
0.94
id_30
0.25
V22
0.17
id_32
0.17
V64
0.16
id_35
0.14
ProductCD
0.14
V63
0.14
M4
0.13
id_34
0.13
V43
0.13
V65
0.13
V42
0.13
MOST FREQUENT VALUES
11.0
2,817
59.3%
15.0
1,594
33.6%
16.0
220
4.6%
18.0
37
0.8%
21.0
33
0.7%
24.0
12
0.3%
17.0
9
0.2%
26.0
8
0.2%
25.0
7
0.1%
19.0
5
0.1%
12.0
4
0.1%
23.0
1
0.0%
SMALLEST VALUES
11.0
2,817
59.3%
12.0
4
0.1%
15.0
1,594
33.6%
16.0
220
4.6%
17.0
9
0.2%
18.0
37
0.8%
19.0
5
0.1%
21.0
33
0.7%
23.0
1
0.0%
24.0
12
0.3%
25.0
7
0.1%
26.0
8
0.2%
LARGEST VALUES
26.0
8
0.2%
25.0
7
0.1%
24.0
12
0.3%
23.0
1
0.0%
21.0
33
0.7%
19.0
5
0.1%
18.0
37
0.8%
17.0
9
0.2%
16.0
220
4.6%
15.0
1,594
33.6%
12.0
4
0.1%
11.0
2,817
59.3%
26
id_25
VALUES:
5,132
(4%)
MISSING:
139,101
(96%)
DISTINCT:
341
(0%)
MAX
548
95%
509
Q3
371
AVG
330
MEDIAN
321
Q1
321
5%
144
MIN
100
RANGE
448
IQR
50.0
STD
97.5
VAR
9,499
KURT.
0.006
SKEW
0.046
SUM
1.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V16
0.22
V34
0.22
V58
0.19
id_22
0.18
D15
-0.17
id_17
0.17
V39
-0.15
id_21
-0.15
card3
0.14
V40
-0.13
V38
0.13
V78
0.12
V77
0.11
V60
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_27
0.95
id_23
0.95
id_30
0.24
V22
0.17
V64
0.15
id_32
0.15
ProductCD
0.13
id_35
0.13
V63
0.13
V43
0.12
V42
0.12
id_34
0.12
M4
0.12
V21
0.11
MOST FREQUENT VALUES
321.0
2,494
48.6%
205.0
301
5.9%
426.0
236
4.6%
501.0
103
2.0%
371.0
83
1.6%
524.0
78
1.5%
442.0
77
1.5%
509.0
65
1.3%
123.0
53
1.0%
126.0
51
1.0%
505.0
49
1.0%
247.0
28
0.5%
356.0
28
0.5%
359.0
27
0.5%
463.0
27
0.5%
SMALLEST VALUES
100.0
7
0.1%
101.0
1
0.0%
102.0
3
0.1%
103.0
4
0.1%
104.0
5
0.1%
106.0
6
0.1%
108.0
3
0.1%
110.0
16
0.3%
111.0
4
0.1%
112.0
2
0.0%
113.0
4
0.1%
114.0
2
0.0%
116.0
3
0.1%
118.0
2
0.0%
119.0
3
0.1%
LARGEST VALUES
548.0
8
0.2%
545.0
16
0.3%
544.0
3
0.1%
543.0
1
0.0%
542.0
1
0.0%
541.0
2
0.0%
539.0
1
0.0%
538.0
2
0.0%
535.0
11
0.2%
533.0
1
0.0%
531.0
1
0.0%
530.0
1
0.0%
529.0
2
0.0%
528.0
6
0.1%
527.0
2
0.0%
27
id_26
VALUES:
5,163
(4%)
MISSING:
139,070
(96%)
DISTINCT:
95
(0%)
MAX
216
95%
199
Q3
169
AVG
149
MEDIAN
149
Q1
119
5%
100
MIN
100
RANGE
116
IQR
50.0
STD
32.1
VAR
1,031
KURT.
-0.863
SKEW
0.007
SUM
770k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V16
0.34
V34
0.34
V58
0.32
D2
-0.29
id_22
0.28
D14
-0.27
V20
0.26
D15
-0.26
V87
0.26
V86
0.25
V298
-0.24
V296
-0.24
V77
0.23
V96
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_23
0.98
id_27
0.98
id_30
0.23
V22
0.17
V64
0.16
id_32
0.15
V63
0.13
id_35
0.13
ProductCD
0.13
V43
0.12
V42
0.12
V21
0.12
M4
0.12
V85
0.12
MOST FREQUENT VALUES
161.0
824
16.0%
184.0
582
11.3%
142.0
528
10.2%
102.0
451
8.7%
100.0
433
8.4%
119.0
375
7.3%
169.0
365
7.1%
147.0
233
4.5%
215.0
142
2.8%
121.0
114
2.2%
182.0
110
2.1%
146.0
101
2.0%
194.0
92
1.8%
190.0
60
1.2%
216.0
56
1.1%
SMALLEST VALUES
100.0
433
8.4%
101.0
1
0.0%
102.0
451
8.7%
103.0
4
0.1%
106.0
21
0.4%
107.0
17
0.3%
108.0
2
0.0%
109.0
2
0.0%
110.0
5
0.1%
111.0
13
0.3%
113.0
3
0.1%
114.0
14
0.3%
115.0
1
0.0%
116.0
3
0.1%
117.0
36
0.7%
LARGEST VALUES
216.0
56
1.1%
215.0
142
2.8%
214.0
1
0.0%
212.0
12
0.2%
211.0
3
0.1%
209.0
2
0.0%
208.0
3
0.1%
206.0
4
0.1%
205.0
8
0.2%
204.0
7
0.1%
203.0
4
0.1%
202.0
5
0.1%
201.0
2
0.0%
200.0
1
0.0%
199.0
33
0.6%
28
id_27
VALUES:
5,169
(4%)
MISSING:
139,064
(96%)
DISTINCT:
2
(0%)
TOP CATEGORIES
Found
5,155
99%
NotFound
14
0%
ALL
5,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_27
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_27:
id_23
1.00
id_30
0.16
id_32
0.09
V64
0.08
V22
0.08
V63
0.07
id_35
0.07
ProductCD
0.07
V43
0.07
V42
0.07
M4
0.06
V52
0.06
V51
0.06
V79
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_27
CORRELATION RATIO WITH...
id_26
0.98
id_25
0.95
id_24
0.94
id_22
0.92
id_21
0.88
id_08
0.82
id_07
0.75
id_01
0.28
id_17
0.22
id_06
0.20
id_19
0.13
id_14
0.13
V34
0.12
V16
0.12
29
id_28
VALUES:
140,978
(98%)
MISSING:
3,255
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
Found
76,232
54%
New
64,746
46%
ALL
140,978
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_28
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_28:
id_29
0.94
id_15
0.77
id_16
0.67
id_37
0.22
DeviceType
0.19
id_35
0.14
id_36
0.14
id_38
0.14
V194
0.12
V174
0.10
id_30
0.08
V260
0.07
id_32
0.07
id_34
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_28
CORRELATION RATIO WITH...
id_11
1.00
D9
0.76
id_17
0.62
V197
0.40
D8
0.39
V302
0.39
V195
0.36
id_20
0.36
id_19
0.34
V304
0.30
V198
0.28
V171
0.28
V170
0.26
V234
0.25
30
id_29
VALUES:
140,978
(98%)
MISSING:
3,255
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
Found
74,926
53%
NotFound
66,052
47%
ALL
140,978
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_29
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_29:
id_28
0.94
id_15
0.71
id_16
0.69
id_37
0.21
DeviceType
0.19
id_35
0.14
id_38
0.14
id_36
0.14
V194
0.12
V174
0.10
id_30
0.08
V260
0.07
id_12
0.07
id_32
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_29
CORRELATION RATIO WITH...
id_11
1.00
D9
0.78
id_17
0.62
D8
0.40
V197
0.39
V302
0.39
V195
0.36
id_20
0.36
id_19
0.34
V304
0.30
V171
0.28
V198
0.28
V170
0.26
V234
0.25
31
id_30
VALUES:
77,565
(54%)
MISSING:
66,668
(46%)
DISTINCT:
75
(0%)
TOP CATEGORIES
Windows 10
21,155
27%
Windows 7
13,110
17%
iOS 11.2.1
3,722
5%
iOS 11.1.2
3,699
5%
Android 7.0
2,871
4%
Mac OS X 10_12_6
2,559
3%
Mac OS X 10_11_6
2,348
3%
iOS 11.3.0
2,016
3%
Windows 8.1
1,914
2%
Mac OS X 10_10_5
1,651
2%
iOS 11.2.6
1,647
2%
iOS 10.3.3
1,558
2%
Mac OS X 10_13_2
1,421
2%
Mac OS X 10_13_1
1,211
2%
iOS 11.2.5
1,200
2%
Linux
1,136
1%
Android
1,079
1%
(Other)
13,268
17%
ALL
77,565
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_30
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_30:
id_32
0.44
id_34
0.36
id_35
0.30
ProductCD
0.27
M4
0.24
V79
0.22
V94
0.22
V51
0.22
V52
0.22
V74
0.22
V73
0.22
V57
0.22
V15
0.21
V33
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
CORRELATION RATIO WITH...
addr2
0.92
id_14
0.90
V34
0.85
V16
0.84
V58
0.81
addr1
0.80
V62
0.77
V20
0.76
V72
0.73
V26
0.72
V59
0.72
V32
0.71
V17
0.69
V60
0.69
32
id_31
VALUES:
140,282
(97%)
MISSING:
3,951
(3%)
DISTINCT:
130
(0%)
22,000
16%
-
-
chrome 63.0
13,423
10%
-
-
mobile safari 11.0
11,474
8%
-
-
mobile safari generic
9,030
6%
-
-
ie 11.0 for desktop
8,195
6%
-
-
safari generic
7,182
5%
-
-
chrome 62.0
6,871
5%
-
-
chrome 65.0
62,107
44%
-
-
(Other)
22,000
16%
-
-
chrome 63.0
13,423
10%
-
-
mobile safari 11.0
11,474
8%
-
-
mobile safari generic
9,030
6%
-
-
ie 11.0 for desktop
8,195
6%
-
-
safari generic
7,182
5%
-
-
chrome 62.0
6,871
5%
-
-
chrome 65.0
6,711
5%
-
-
chrome 64.0
5,806
4%
-
-
chrome 63.0 for android
4,778
3%
-
-
chrome generic
4,264
3%
-
-
chrome 66.0
4,188
3%
-
-
edge 16.0
3,473
2%
-
-
chrome 64.0 for android
3,336
2%
-
-
chrome 65.0 for android
3,315
2%
-
-
firefox 57.0
2,779
2%
-
-
mobile safari 10.0
2,349
2%
-
-
chrome 66.0 for android
2,097
1%
-
-
chrome 62.0 for android
1,600
1%
-
-
edge 15.0
1,158
1%
-
-
chrome generic for android
1,099
1%
-
-
firefox 59.0
1,061
1%
-
-
samsung browser 6.2
833
1%
-
-
firefox 58.0
719
1%
-
-
chrome 49.0
673
0%
-
-
firefox
647
0%
-
-
ie 11.0 for tablet
642
0%
-
-
chrome 61.0
550
0%
-
-
safari 11.0
541
0%
-
-
mobile safari 9.0
538
0%
-
-
chrome 61.0 for android
509
0%
-
-
samsung browser 6.4
428
0%
-
-
chrome
419
0%
-
-
edge 14.0
394
0%
-
-
firefox 52.0
371
0%
-
-
chrome 60.0
325
0%
-
-
chrome 60.0 for android
312
0%
-
-
other
302
0%
-
-
chrome 55.0 for android
285
0%
-
-
android webview 4.0
262
0%
-
-
chrome 58.0 for android
238
0%
-
-
chrome 56.0 for android
227
0%
-
-
chrome 59.0 for android
225
0%
-
-
firefox 60.0
222
0%
-
-
chrome 63.0 for ios
210
0%
-
-
samsung browser generic
188
0%
-
-
chrome 58.0
179
0%
-
-
firefox 48.0
159
0%
-
-
chrome 66.0 for ios
152
0%
-
-
chrome 52.0 for android
150
0%
-
-
Samsung/SM-G532M
145
0%
-
-
chrome 50.0 for android
138
0%
-
-
opera 49.0
133
0%
-
-
chrome 59.0
126
0%
-
-
firefox 56.0
111
0%
-
-
safari 10.0
110
0%
-
-
firefox generic
101
0%
-
-
samsung browser 7.0
100
0%
-
-
android browser 4.0
98
0%
-
-
chrome 56.0
97
0%
-
-
mobile safari uiwebview
2,234
2%
-
-
(Other)
33
id_32
VALUES:
77,586
(54%)
MISSING:
66,647
(46%)
DISTINCT:
4
(0%)
TOP CATEGORIES
24.0
53,071
68%
32.0
24,428
31%
16.0
81
0%
0.0
6
0%
ALL
77,586
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_32
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_32:
id_30
0.97
id_34
0.75
id_35
0.66
ProductCD
0.56
M4
0.53
V79
0.49
V94
0.49
V51
0.49
V52
0.49
V74
0.48
V73
0.48
V57
0.48
V15
0.46
V33
0.46

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_32
CORRELATION RATIO WITH...
addr2
0.92
id_14
0.90
V34
0.85
V16
0.84
V58
0.81
addr1
0.80
V62
0.77
V20
0.76
V72
0.73
V26
0.72
V59
0.72
V32
0.70
V17
0.69
V60
0.68
34
id_33
VALUES:
73,289
(51%)
MISSING:
70,944
(49%)
DISTINCT:
260
(0%)
16,874
23%
-
-
1920x1080
8,605
12%
-
-
1366x768
6,447
9%
-
-
1334x750
4,900
7%
-
-
2208x1242
4,384
6%
-
-
1440x900
3,510
5%
-
-
1600x900
3,482
5%
-
-
2048x1536
25,087
34%
-
-
(Other)
16,874
23%
-
-
1920x1080
8,605
12%
-
-
1366x768
6,447
9%
-
-
1334x750
4,900
7%
-
-
2208x1242
4,384
6%
-
-
1440x900
3,510
5%
-
-
1600x900
3,482
5%
-
-
2048x1536
2,149
3%
-
-
1280x800
2,093
3%
-
-
2560x1600
1,865
3%
-
-
2560x1440
1,756
2%
-
-
2880x1800
1,743
2%
-
-
1280x1024
1,727
2%
-
-
1680x1050
1,712
2%
-
-
1136x640
1,484
2%
-
-
2436x1125
1,318
2%
-
-
1280x720
1,056
1%
-
-
1920x1200
1,020
1%
-
-
2001x1125
824
1%
-
-
1024x768
544
1%
-
-
2220x1080
397
1%
-
-
5120x2880
380
1%
-
-
3360x2100
354
0%
-
-
2732x2048
335
0%
-
-
1366x767
263
0%
-
-
3840x2160
250
0%
-
-
855x480
241
0%
-
-
2736x1824
224
0%
-
-
1360x768
208
0%
-
-
4096x2304
194
0%
-
-
2224x1668
176
0%
-
-
2220x1081
168
0%
-
-
2160x1440
157
0%
-
-
2961x1442
124
0%
-
-
3200x1800
103
0%
-
-
2560x1080
99
0%
-
-
2562x1442
97
0%
-
-
1600x1200
90
0%
-
-
1280x768
88
0%
-
-
1024x600
88
0%
-
-
3000x2000
82
0%
-
-
1280x1025
79
0%
-
-
1152x864
76
0%
-
-
3440x1440
64
0%
-
-
801x480
62
0%
-
-
2400x1350
58
0%
-
-
960x540
58
0%
-
-
2672x1440
57
0%
-
-
1919x1079
52
0%
-
-
1365x768
51
0%
-
-
1919x1080
51
0%
-
-
2048x1152
47
0%
-
-
2960x1440
42
0%
-
-
1921x1081
42
0%
-
-
1920x1281
42
0%
-
-
1536x864
36
0%
-
-
1280x960
32
0%
-
-
1152x720
29
0%
-
-
3840x2400
27
0%
-
-
2112x1188
26
0%
-
-
2880x1620
747
1%
-
-
(Other)
35
id_34
VALUES:
77,805
(54%)
MISSING:
66,428
(46%)
DISTINCT:
4
(0%)
TOP CATEGORIES
match_status:2
60,011
77%
match_status:1
17,376
22%
match_status:0
415
1%
match_status:-1
3
0%
ALL
77,805
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_34
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_34:
id_30
0.82
id_32
0.77
id_35
0.63
ProductCD
0.59
M4
0.55
V79
0.51
V94
0.51
V51
0.51
V52
0.51
V74
0.50
V73
0.50
V57
0.50
V15
0.48
V33
0.48

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_34
CORRELATION RATIO WITH...
addr2
0.92
id_14
0.88
V34
0.85
V16
0.84
V58
0.81
addr1
0.81
V62
0.78
V20
0.76
V72
0.73
V26
0.72
V59
0.72
V32
0.70
V17
0.69
V60
0.69
36
id_35
VALUES:
140,985
(98%)
MISSING:
3,248
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
T
77,814
55%
F
63,171
45%
ALL
140,985
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_35
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_35:
id_32
0.87
id_30
0.87
id_34
0.81
ProductCD
0.78
M4
0.73
V79
0.68
V94
0.68
V51
0.68
V52
0.68
V74
0.67
V73
0.66
V57
0.66
V15
0.64
V33
0.64

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
CORRELATION RATIO WITH...
id_11
1.00
addr2
0.94
id_14
0.90
V34
0.86
V16
0.86
id_17
0.85
V58
0.83
addr1
0.82
V62
0.79
V20
0.78
V59
0.75
V72
0.74
V17
0.73
V26
0.73
37
id_36
VALUES:
140,985
(98%)
MISSING:
3,248
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
F
134,066
95%
T
6,919
5%
ALL
140,985
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_36
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_36:
DeviceType
0.42
id_38
0.38
id_15
0.38
id_37
0.37
id_28
0.37
id_29
0.37
id_35
0.36
id_16
0.20
V194
0.18
V260
0.14
id_30
0.13
id_32
0.10
id_34
0.08
V240
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_36
CORRELATION RATIO WITH...
id_11
1.00
id_17
0.61
V302
0.39
V197
0.38
id_20
0.36
V195
0.35
id_19
0.34
id_13
0.33
V304
0.30
V198
0.28
V234
0.23
id_14
0.23
V191
0.23
V303
0.22
38
id_37
VALUES:
140,985
(98%)
MISSING:
3,248
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
T
110,452
78%
F
30,533
22%
ALL
140,985
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_37
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_37:
id_15
0.46
id_16
0.36
id_28
0.27
id_29
0.27
DeviceType
0.27
id_30
0.23
id_35
0.18
id_36
0.18
id_38
0.18
id_34
0.16
V260
0.14
id_32
0.13
V194
0.10
V240
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_37
CORRELATION RATIO WITH...
id_11
1.00
id_17
0.62
V302
0.40
V197
0.39
id_20
0.36
V195
0.35
id_19
0.34
V304
0.31
D9
0.29
V198
0.28
id_13
0.28
V262
0.25
V303
0.23
V234
0.23
39
id_38
VALUES:
140,985
(98%)
MISSING:
3,248
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
F
73,922
52%
T
67,063
48%
ALL
140,985
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
id_38
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON id_38:
ProductCD
0.35
id_35
0.21
id_36
0.15
id_15
0.14
id_28
0.14
id_29
0.14
DeviceType
0.14
id_37
0.14
id_30
0.11
id_32
0.09
id_34
0.09
V22
0.08
V21
0.08
V33
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_38
CORRELATION RATIO WITH...
id_11
1.00
id_17
0.65
id_13
0.42
V302
0.39
TransactionID
0.39
TransactionDT
0.38
V197
0.38
id_20
0.36
id_02
0.36
addr2
0.35
V195
0.35
id_19
0.34
addr1
0.33
id_14
0.32
40
DeviceType
VALUES:
140,810
(98%)
MISSING:
3,423
(2%)
DISTINCT:
2
(0%)
TOP CATEGORIES
desktop
85,165
60%
mobile
55,645
40%
ALL
140,810
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DeviceType
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON DeviceType:
id_30
0.48
id_32
0.40
id_37
0.21
id_34
0.21
id_28
0.20
id_29
0.19
id_15
0.19
id_36
0.17
id_35
0.15
id_38
0.14
id_16
0.12
V260
0.08
M4
0.07
V194
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DeviceType
CORRELATION RATIO WITH...
id_11
0.97
id_17
0.63
V302
0.38
V197
0.37
id_20
0.37
id_19
0.35
V195
0.33
V304
0.30
D9
0.29
id_02
0.29
id_13
0.27
V234
0.26
D8
0.26
V198
0.26
41
DeviceInfo
VALUES:
118,666
(82%)
MISSING:
25,567
(18%)
DISTINCT:
1,786
(1%)
47,722
40%
-
-
Windows
19,782
17%
-
-
iOS Device
12,573
11%
-
-
MacOS
7,440
6%
-
-
Trident/7.0
1,901
2%
-
-
rv:11.0
962
1%
-
-
rv:57.0
549
0%
-
-
SM-J700M Build/MMB29K
27,737
23%
-
-
(Other)
47,722
40%
-
-
Windows
19,782
17%
-
-
iOS Device
12,573
11%
-
-
MacOS
7,440
6%
-
-
Trident/7.0
1,901
2%
-
-
rv:11.0
962
1%
-
-
rv:57.0
549
0%
-
-
SM-J700M Build/MMB29K
461
0%
-
-
SM-G610M Build/MMB29K
410
0%
-
-
SM-G531H Build/LMY48B
362
0%
-
-
rv:59.0
334
0%
-
-
SM-G935F Build/NRD90M
328
0%
-
-
SM-G955U Build/NRD90M
316
0%
-
-
SM-G532M Build/MMB29T
312
0%
-
-
ALE-L23 Build/HuaweiALE-L23
290
0%
-
-
SM-G950U Build/NRD90M
274
0%
-
-
SM-G930V Build/NRD90M
269
0%
-
-
rv:58.0
256
0%
-
-
rv:52.0
235
0%
-
-
SAMSUNG
225
0%
-
-
SM-G950F Build/NRD90M
219
0%
-
-
Moto G (4) Build/NPJ25.93-14.7
209
0%
-
-
SM-N950U Build/NMF26X
203
0%
-
-
SM-A300H Build/LRX22G
190
0%
-
-
hi6210sft Build/MRA58K
184
0%
-
-
SM-J730GM Build/NRD90M
182
0%
-
-
SM-G570M Build/MMB29K
178
0%
-
-
rv:48.0
172
0%
-
-
CAM-L03 Build/HUAWEICAM-L03
171
0%
-
-
SM-J320M Build/LMY47V
169
0%
-
-
LG-M700 Build/NMF26X
160
0%
-
-
Moto E (4) Plus Build/NMA26.42-69
157
0%
-
-
SM-J510MN Build/MMB29M
154
0%
-
-
SM-J701M Build/NRD90M
150
0%
-
-
LG-D693n Build/LRX22G
147
0%
-
-
Moto G (4) Build/NPJS25.93-14-13
144
0%
-
-
SM-G930F Build/NRD90M
144
0%
-
-
SM-A520F Build/NRD90M
137
0%
-
-
SM-G935V Build/NRD90M
136
0%
-
-
LG-K410 Build/LRX22G
135
0%
-
-
PRA-LX3 Build/HUAWEIPRA-LX3
134
0%
-
-
SM-G955F Build/NRD90M
130
0%
-
-
Moto G (5) Plus Build/NPN25.137-92
129
0%
-
-
Moto G Play Build/MPIS24.241-15.3-7
129
0%
-
-
Moto Z2 Play Build/NPSS26.118-19-14
125
0%
-
-
Moto E (4) Build/NMA26.42-69
122
0%
-
-
TRT-L53 Build/HUAWEITRT-L53
120
0%
-
-
SM-A720F Build/NRD90M
117
0%
-
-
LG-K580 Build/MRA58K
113
0%
-
-
SAMSUNG SM-J700M Build/MMB29K
113
0%
-
-
HUAWEI VNS-L53 Build/HUAWEIVNS-L53
113
0%
-
-
HUAWEI TAG-L13 Build/HUAWEITAG-L13
112
0%
-
-
Moto X Play Build/NPD26.48-24-1
112
0%
-
-
HUAWEI VNS-L23 Build/HUAWEIVNS-L23
111
0%
-
-
LG-X230 Build/MRA58K
110
0%
-
-
Moto G (5) Build/NPP25.137-93
108
0%
-
-
WAS-LX3 Build/HUAWEIWAS-LX3
106
0%
-
-
Moto E (4) Build/NMA26.42-19
106
0%
-
-
rv:56.0
105
0%
-
-
SM-J700M Build/LMY48B
105
0%
-
-
Moto G (4) Build/NPJS25.93-14-10
18,004
15%
-
-
(Other)
42
isFraud
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
2
(0%)
TOP CATEGORIES
0
132,915
92%
1
11,318
8%
ALL
144,233
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
isFraud
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON isFraud:
V52
0.07
V47
0.06
V194
0.06
R_emaildomain
0.06
V51
0.06
id_30
0.05
V46
0.05
V79
0.05
P_emaildomain
0.05
V83
0.04
id_32
0.04
ProductCD
0.04
id_35
0.04
M4
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
isFraud
CORRELATION RATIO WITH...
V257
0.35
V246
0.33
V45
0.33
V201
0.32
V87
0.31
V200
0.31
V244
0.31
V242
0.30
V44
0.30
V86
0.30
V189
0.30
V188
0.29
V258
0.28
V170
0.25
43
TransactionDT
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
142,734
(99%)
MAX
15.8M
95%
14.7M
Q3
10.3M
AVG
6.2M
MEDIAN
4.9M
Q1
1.9M
5%
0.7M
MIN
0.1M
RANGE
15.7M
IQR
8.4M
STD
4.8M
VAR
23.1T
KURT.
-1.17
SKEW
0.506
SUM
889.5B
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TransactionID
1.00
V150
-0.28
V151
-0.28
V159
-0.28
V160
-0.27
V330
0.26
V326
0.26
V329
0.25
V145
-0.25
V327
0.25
V328
0.25
V324
0.23
V333
0.23
V323
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.41
id_38
0.38
ProductCD
0.29
V22
0.26
V21
0.26
V31
0.26
V25
0.25
V14
0.25
V65
0.25
V64
0.24
V63
0.24
V71
0.24
V33
0.23
V67
0.23
MOST FREQUENT VALUES
594685
3
0.0%
502834
3
0.0%
1888439
3
0.0%
10185499
3
0.0%
1264661
3
0.0%
3960219
3
0.0%
2143806
3
0.0%
1013318
3
0.0%
1891954
3
0.0%
664631
3
0.0%
496100
3
0.0%
2233009
3
0.0%
1887540
3
0.0%
2122959
3
0.0%
1971926
3
0.0%
SMALLEST VALUES
86506
1
0.0%
86535
1
0.0%
86549
1
0.0%
86555
1
0.0%
86620
1
0.0%
86668
1
0.0%
86786
1
0.0%
87172
1
0.0%
87209
1
0.0%
87317
2
0.0%
87445
1
0.0%
87660
1
0.0%
87725
1
0.0%
87735
1
0.0%
87752
1
0.0%
LARGEST VALUES
15811030
1
0.0%
15810935
1
0.0%
15810912
1
0.0%
15810876
1
0.0%
15810802
1
0.0%
15810491
1
0.0%
15810402
1
0.0%
15810344
1
0.0%
15810276
1
0.0%
15810221
1
0.0%
15810107
1
0.0%
15809945
1
0.0%
15809901
1
0.0%
15809845
1
0.0%
15809810
1
0.0%
44
TransactionAmt
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
7,830
(5%)
MAX
1,800
95%
250
Q3
100
AVG
84
MEDIAN
50
Q1
25
5%
10
MIN
0
RANGE
1,800
IQR
74.5
STD
99.9
VAR
9,970
KURT.
34.3
SKEW
4.53
SUM
12.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_17
-0.33
V34
-0.31
V16
-0.30
card3
-0.26
V58
-0.24
D10
0.23
V139
0.22
V140
0.21
V208
0.20
V161
0.20
V163
0.19
V270
0.18
V272
0.18
V162
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.52
M4
0.35
id_30
0.34
V79
0.34
V94
0.34
V51
0.34
V52
0.34
V74
0.34
V73
0.34
V57
0.34
V15
0.33
V33
0.33
id_34
0.33
id_35
0.33
MOST FREQUENT VALUES
100.0
18,363
12.7%
50.0
14,832
10.3%
150.0
7,910
5.5%
25.0
6,613
4.6%
200.0
5,997
4.2%
75.0
4,523
3.1%
250.0
2,843
2.0%
30.0
2,545
1.8%
125.0
2,183
1.5%
300.0
2,061
1.4%
20.0
2,036
1.4%
40.0
1,969
1.4%
15.0
1,403
1.0%
10.0
833
0.6%
500.0
832
0.6%
SMALLEST VALUES
0.251
1
0.0%
0.272
1
0.0%
0.292
5
0.0%
0.35
1
0.0%
0.364
1
0.0%
0.424
2
0.0%
0.467
1
0.0%
0.498
1
0.0%
0.499
1
0.0%
0.5429999999999999
1
0.0%
0.57
1
0.0%
0.583
1
0.0%
0.615
1
0.0%
0.687
1
0.0%
0.755
2
0.0%
LARGEST VALUES
1800.0
2
0.0%
1600.0
1
0.0%
1550.0
1
0.0%
1500.0
21
0.0%
1400.0
7
0.0%
1200.0
21
0.0%
1000.0
303
0.2%
975.0
3
0.0%
950.0
4
0.0%
925.0
2
0.0%
900.0
64
0.0%
875.0
13
0.0%
850.0
3
0.0%
825.0
11
0.0%
800.0
55
0.0%
45
ProductCD
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
4
(0%)
TOP CATEGORIES
C
62,192
43%
R
37,548
26%
H
32,908
23%
S
11,585
8%
ALL
144,233
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ProductCD
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON ProductCD:
M4
0.51
id_30
0.48
id_35
0.48
id_34
0.47
V79
0.47
V94
0.47
id_32
0.46
V51
0.46
V52
0.46
V74
0.46
V73
0.45
V57
0.45
V15
0.43
V33
0.43

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
CORRELATION RATIO WITH...
addr2
0.98
V34
0.90
V16
0.89
V58
0.86
addr1
0.86
id_14
0.84
V62
0.82
V20
0.81
V72
0.78
V26
0.78
V59
0.77
V32
0.76
V17
0.75
V18
0.74
46
card1
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
8,499
(6%)
MAX
18,396
95%
17,188
Q3
15,063
AVG
9,879
MEDIAN
9,633
Q1
5,713
5%
2,125
MIN
1,000
RANGE
17,396
IQR
9,350
STD
5,048
VAR
25.5M
KURT.
-1.29
SKEW
-0.039
SUM
1.4B
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
card5
-0.20
V330
0.15
V329
0.14
V324
0.14
V333
0.14
V328
0.13
V323
0.13
V332
0.13
V165
0.13
V322
0.12
V143
0.12
V164
0.12
V331
0.12
V338
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
card4
0.17
V289
0.06
id_30
0.06
V288
0.05
V22
0.05
card6
0.05
R_emaildomain
0.05
V174
0.04
V64
0.04
V63
0.04
V79
0.04
V93
0.04
V85
0.04
V83
0.04
MOST FREQUENT VALUES
15885
9,522
6.6%
6019
4,474
3.1%
3154
4,220
2.9%
9633
3,696
2.6%
5812
2,499
1.7%
4461
2,471
1.7%
7585
2,069
1.4%
16659
1,956
1.4%
16136
1,910
1.3%
13832
1,870
1.3%
9026
1,817
1.3%
10616
1,725
1.2%
15063
1,516
1.1%
15775
1,467
1.0%
10486
1,442
1.0%
SMALLEST VALUES
1000
1
0.0%
1004
3
0.0%
1005
1
0.0%
1006
3
0.0%
1007
2
0.0%
1009
5
0.0%
1010
1
0.0%
1011
1
0.0%
1012
4
0.0%
1014
2
0.0%
1015
8
0.0%
1016
3
0.0%
1018
3
0.0%
1021
1
0.0%
1022
4
0.0%
LARGEST VALUES
18396
1
0.0%
18388
1
0.0%
18384
1
0.0%
18383
1
0.0%
18378
1
0.0%
18377
28
0.0%
18375
155
0.1%
18374
3
0.0%
18373
3
0.0%
18372
1
0.0%
18371
3
0.0%
18370
10
0.0%
18369
1
0.0%
18367
2
0.0%
18366
52
0.0%
47
card2
VALUES:
143,331
(99%)
MISSING:
902
(1%)
DISTINCT:
482
(0%)
MAX
600
95%
583
Q3
545
MEDIAN
408
AVG
391
Q1
264
5%
111
MIN
100
RANGE
500
IQR
281
STD
160
VAR
25,705
KURT.
-1.16
SKEW
-0.484
SUM
56.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V328
0.07
V330
0.07
V329
0.07
V324
0.06
V333
0.06
V323
0.06
V332
0.06
V45
-0.06
card3
-0.06
V296
0.06
V299
0.06
V298
0.06
V106
0.06
V322
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
card6
0.14
card4
0.10
isFraud
0.07
id_30
0.06
P_emaildomain
0.05
R_emaildomain
0.05
V289
0.04
V64
0.04
V93
0.04
V79
0.04
V85
0.04
V83
0.04
V52
0.03
V288
0.03
MOST FREQUENT VALUES
545.0
14,774
10.3%
583.0
11,775
8.2%
555.0
10,389
7.2%
408.0
7,225
5.0%
399.0
7,151
5.0%
111.0
6,175
4.3%
170.0
5,300
3.7%
321.0
5,199
3.6%
375.0
5,035
3.5%
514.0
4,992
3.5%
500.0
4,342
3.0%
490.0
3,915
2.7%
103.0
3,103
2.2%
204.0
2,750
1.9%
130.0
2,504
1.7%
SMALLEST VALUES
100.0
1,091
0.8%
101.0
7
0.0%
102.0
17
0.0%
103.0
3,103
2.2%
104.0
637
0.4%
105.0
11
0.0%
106.0
3
0.0%
108.0
2
0.0%
109.0
6
0.0%
110.0
115
0.1%
111.0
6,175
4.3%
112.0
12
0.0%
113.0
7
0.0%
114.0
62
0.0%
115.0
43
0.0%
LARGEST VALUES
600.0
20
0.0%
599.0
1
0.0%
598.0
6
0.0%
597.0
8
0.0%
596.0
4
0.0%
595.0
52
0.0%
594.0
8
0.0%
593.0
7
0.0%
592.0
18
0.0%
591.0
12
0.0%
590.0
79
0.1%
589.0
87
0.1%
588.0
41
0.0%
587.0
2
0.0%
586.0
1
0.0%
48
card3
VALUES:
144,061
(99%)
MISSING:
172
(0%)
DISTINCT:
103
(0%)
MAX
231
95%
185
Q3
185
AVG
162
MEDIAN
150
Q1
150
5%
146
MIN
100
RANGE
131
IQR
35.0
STD
19.4
VAR
377
KURT.
-0.262
SKEW
0.080
SUM
23.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_17
0.74
id_22
0.66
addr2
-0.45
V34
0.37
V16
0.36
id_02
0.33
D10
-0.26
TransactionAmt
-0.26
id_20
0.25
V58
0.24
id_26
0.23
card5
-0.20
id_07
-0.20
V20
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.66
M4
0.65
id_35
0.63
V79
0.63
V94
0.63
V51
0.63
V52
0.63
id_34
0.62
id_32
0.62
id_30
0.62
V74
0.62
V73
0.61
V57
0.61
V15
0.61
MOST FREQUENT VALUES
150.0
83,537
58.0%
185.0
50,521
35.1%
106.0
1,546
1.1%
146.0
1,225
0.9%
144.0
1,189
0.8%
117.0
941
0.7%
119.0
736
0.5%
102.0
449
0.3%
147.0
386
0.3%
162.0
325
0.2%
203.0
253
0.2%
213.0
218
0.2%
200.0
183
0.1%
100.0
179
0.1%
131.0
169
0.1%
SMALLEST VALUES
100.0
179
0.1%
101.0
1
0.0%
102.0
449
0.3%
105.0
1
0.0%
106.0
1,546
1.1%
107.0
4
0.0%
108.0
4
0.0%
111.0
35
0.0%
114.0
1
0.0%
116.0
1
0.0%
117.0
941
0.7%
118.0
6
0.0%
119.0
736
0.5%
121.0
98
0.1%
122.0
4
0.0%
LARGEST VALUES
231.0
4
0.0%
229.0
115
0.1%
228.0
1
0.0%
227.0
9
0.0%
225.0
3
0.0%
223.0
51
0.0%
222.0
13
0.0%
221.0
1
0.0%
219.0
5
0.0%
217.0
16
0.0%
215.0
43
0.0%
214.0
65
0.0%
213.0
218
0.2%
212.0
46
0.0%
211.0
11
0.0%
49
card4
VALUES:
144,049
(99%)
MISSING:
184
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
visa
89,299
62%
mastercard
44,186
31%
american express
8,298
6%
discover
2,266
2%
ALL
144,049
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
card4
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON card4:
ProductCD
0.07
card6
0.06
M4
0.06
V79
0.05
V94
0.05
V52
0.05
V74
0.05
V51
0.05
V57
0.05
V73
0.05
V15
0.05
V33
0.05
id_30
0.05
id_35
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
card4
CORRELATION RATIO WITH...
card3
0.33
addr2
0.28
card5
0.27
V34
0.25
V16
0.25
id_14
0.24
V58
0.24
addr1
0.23
V153
0.23
TransactionAmt
0.23
V26
0.23
V154
0.23
V148
0.22
V59
0.22
50
card5
VALUES:
143,277
(99%)
MISSING:
956
(1%)
DISTINCT:
106
(0%)
MAX
237
95%
226
Q3
226
MEDIAN
224
AVG
191
Q1
138
5%
102
MIN
100
RANGE
137
IQR
88.0
STD
44.8
VAR
2,005
KURT.
-1.07
SKEW
-0.772
SUM
27.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V330
-0.29
V329
-0.28
V328
-0.27
V324
-0.27
V333
-0.27
V323
-0.26
V332
-0.26
V327
-0.24
V322
-0.24
V331
-0.24
V338
-0.23
V164
-0.23
V143
-0.23
V326
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
card4
0.27
V65
0.21
ProductCD
0.21
V71
0.21
V67
0.20
V66
0.20
V14
0.20
V64
0.20
V63
0.20
V31
0.20
V22
0.20
V25
0.20
V21
0.20
id_30
0.20
MOST FREQUENT VALUES
226.0
54,713
38.2%
224.0
22,901
16.0%
138.0
17,918
12.5%
102.0
10,130
7.1%
137.0
8,991
6.3%
195.0
6,036
4.2%
219.0
4,904
3.4%
162.0
2,302
1.6%
166.0
2,070
1.4%
117.0
1,824
1.3%
150.0
1,333
0.9%
197.0
938
0.7%
223.0
915
0.6%
118.0
750
0.5%
190.0
689
0.5%
SMALLEST VALUES
100.0
204
0.1%
101.0
7
0.0%
102.0
10,130
7.1%
104.0
23
0.0%
105.0
2
0.0%
106.0
5
0.0%
107.0
1
0.0%
111.0
17
0.0%
112.0
3
0.0%
113.0
2
0.0%
114.0
2
0.0%
115.0
1
0.0%
116.0
5
0.0%
117.0
1,824
1.3%
118.0
750
0.5%
LARGEST VALUES
237.0
49
0.0%
236.0
642
0.4%
234.0
1
0.0%
233.0
15
0.0%
232.0
64
0.0%
230.0
4
0.0%
229.0
58
0.0%
228.0
233
0.2%
226.0
54,713
38.2%
225.0
24
0.0%
224.0
22,901
16.0%
223.0
915
0.6%
222.0
63
0.0%
219.0
4,904
3.4%
217.0
7
0.0%
51
card6
VALUES:
144,055
(99%)
MISSING:
178
(0%)
DISTINCT:
3
(0%)
TOP CATEGORIES
credit
75,090
52%
debit
68,950
48%
charge card
15
0%
ALL
144,055
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
card6
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON card6:
card4
0.08
ProductCD
0.05
id_30
0.04
id_32
0.04
M4
0.03
V51
0.03
V52
0.03
V79
0.03
P_emaildomain
0.03
id_34
0.03
V74
0.03
V94
0.03
V57
0.03
V73
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
card6
CORRELATION RATIO WITH...
card3
0.34
addr2
0.22
TransactionAmt
0.22
V34
0.20
V58
0.20
V16
0.20
addr1
0.20
id_14
0.19
V62
0.18
id_17
0.17
V20
0.17
card5
0.16
V72
0.16
V59
0.15
52
addr1
VALUES:
83,786
(58%)
MISSING:
60,447
(42%)
DISTINCT:
255
(0%)
MAX
540
95%
476
Q3
330
MEDIAN
299
AVG
297
Q1
204
5%
126
MIN
100
RANGE
440
IQR
126
STD
99.3
VAR
9,862
KURT.
-0.444
SKEW
0.253
SUM
24.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V62
-0.10
id_20
-0.09
D7
-0.09
V20
-0.08
D3
-0.08
id_14
-0.07
id_22
0.07
V87
-0.05
V45
-0.05
D10
0.05
V326
0.05
D13
0.05
id_26
0.05
V44
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.86
M4
0.84
id_35
0.82
V79
0.81
V94
0.81
V52
0.81
V51
0.81
id_34
0.81
V74
0.80
id_30
0.80
id_32
0.80
V73
0.80
V57
0.80
V33
0.79
MOST FREQUENT VALUES
299.0
10,709
12.8%
330.0
7,854
9.4%
204.0
5,830
7.0%
325.0
5,206
6.2%
264.0
4,319
5.2%
441.0
3,656
4.4%
337.0
3,574
4.3%
184.0
2,905
3.5%
315.0
2,847
3.4%
126.0
2,753
3.3%
272.0
2,171
2.6%
181.0
1,890
2.3%
123.0
1,868
2.2%
472.0
1,830
2.2%
387.0
1,584
1.9%
SMALLEST VALUES
100.0
26
0.0%
101.0
1
0.0%
102.0
13
0.0%
110.0
502
0.6%
111.0
2
0.0%
112.0
2
0.0%
117.0
1
0.0%
119.0
3
0.0%
120.0
1
0.0%
122.0
135
0.2%
123.0
1,868
2.2%
124.0
1
0.0%
126.0
2,753
3.3%
127.0
1
0.0%
128.0
1
0.0%
LARGEST VALUES
540.0
6
0.0%
536.0
294
0.4%
535.0
1
0.0%
531.0
1
0.0%
530.0
1
0.0%
529.0
7
0.0%
528.0
2
0.0%
527.0
4
0.0%
526.0
1
0.0%
523.0
3
0.0%
521.0
6
0.0%
520.0
21
0.0%
518.0
2
0.0%
516.0
1
0.0%
515.0
2
0.0%
53
addr2
VALUES:
83,786
(58%)
MISSING:
60,447
(42%)
DISTINCT:
72
(0%)
MAX
102.0
95%
87.0
Q3
87.0
MEDIAN
87.0
AVG
86.2
Q1
87.0
5%
87.0
MIN
10.0
RANGE
92.0
IQR
0.00
STD
5.65
VAR
31.9
KURT.
64.6
SKEW
-7.33
SUM
7.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V58
-0.85
V34
-0.71
V16
-0.67
id_17
-0.56
card3
-0.45
V62
-0.38
V20
-0.35
id_22
-0.29
D10
0.28
D6
0.26
D15
0.23
V24
-0.23
V26
-0.23
D13
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.98
M4
0.96
id_35
0.94
V79
0.93
V94
0.93
V51
0.93
V52
0.93
V74
0.92
id_34
0.92
V73
0.92
V57
0.92
id_30
0.92
id_32
0.92
V33
0.90
MOST FREQUENT VALUES
87.0
80,835
96.5%
60.0
1,773
2.1%
96.0
593
0.7%
32.0
88
0.1%
65.0
82
0.1%
16.0
53
0.1%
31.0
47
0.1%
19.0
33
0.0%
26.0
25
0.0%
69.0
17
0.0%
59.0
16
0.0%
43.0
12
0.0%
102.0
11
0.0%
98.0
11
0.0%
68.0
10
0.0%
SMALLEST VALUES
10.0
8
0.0%
13.0
7
0.0%
14.0
1
0.0%
15.0
1
0.0%
16.0
53
0.1%
17.0
7
0.0%
18.0
3
0.0%
19.0
33
0.0%
20.0
3
0.0%
21.0
5
0.0%
22.0
1
0.0%
23.0
2
0.0%
24.0
3
0.0%
25.0
1
0.0%
26.0
25
0.0%
LARGEST VALUES
102.0
11
0.0%
101.0
4
0.0%
100.0
2
0.0%
98.0
11
0.0%
97.0
2
0.0%
96.0
593
0.7%
94.0
1
0.0%
93.0
1
0.0%
92.0
2
0.0%
89.0
1
0.0%
88.0
5
0.0%
87.0
80,835
96.5%
86.0
2
0.0%
84.0
1
0.0%
83.0
1
0.0%
54
dist1
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
55
dist2
VALUES:
37,593
(26%)
MISSING:
106,640
(74%)
DISTINCT:
1,751
(1%)
MAX
11,623
95%
1,001
Q3
206
AVG
232
MEDIAN
37
Q1
7
5%
0
MIN
0
RANGE
11,623
IQR
199
STD
529
VAR
280k
KURT.
58.6
SKEW
5.97
SUM
8.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
card3
-0.14
id_06
-0.14
id_26
0.13
id_17
-0.12
V192
0.10
id_21
0.10
id_20
-0.10
id_14
0.10
V187
0.09
V193
0.09
id_05
0.08
V234
0.08
D12
-0.08
id_22
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
0.15
V84
0.14
V93
0.13
V92
0.13
V88
0.13
ProductCD
0.13
V64
0.12
V63
0.12
V65
0.12
V71
0.12
V43
0.12
V67
0.12
V83
0.12
V66
0.12
MOST FREQUENT VALUES
7.0
5,682
15.1%
0.0
3,516
9.4%
1.0
1,372
3.6%
9.0
742
2.0%
4.0
658
1.8%
2.0
556
1.5%
3.0
490
1.3%
68.0
484
1.3%
6.0
412
1.1%
13.0
397
1.1%
199.0
360
1.0%
10.0
356
0.9%
149.0
286
0.8%
30.0
279
0.7%
15.0
268
0.7%
SMALLEST VALUES
0.0
3,516
9.4%
1.0
1,372
3.6%
2.0
556
1.5%
3.0
490
1.3%
4.0
658
1.8%
5.0
262
0.7%
6.0
412
1.1%
7.0
5,682
15.1%
8.0
231
0.6%
9.0
742
2.0%
10.0
356
0.9%
11.0
213
0.6%
12.0
207
0.6%
13.0
397
1.1%
14.0
254
0.7%
LARGEST VALUES
11623.0
1
0.0%
10237.0
2
0.0%
9337.0
1
0.0%
9103.0
1
0.0%
8787.0
1
0.0%
7670.0
1
0.0%
7496.0
1
0.0%
7380.0
1
0.0%
7264.0
2
0.0%
7179.0
1
0.0%
7104.0
1
0.0%
6983.0
6
0.0%
6956.0
1
0.0%
6951.0
1
0.0%
6915.0
2
0.0%
56
P_emaildomain
VALUES:
130,842
(91%)
MISSING:
13,391
(9%)
DISTINCT:
59
(0%)
TOP CATEGORIES
gmail.com
54,140
41%
hotmail.com
25,782
20%
anonymous.com
17,840
14%
yahoo.com
11,667
9%
aol.com
4,306
3%
outlook.com
2,346
2%
comcast.net
2,196
2%
yahoo.com.mx
1,182
1%
msn.com
1,069
1%
icloud.com
1,022
1%
verizon.net
758
1%
live.com
737
1%
sbcglobal.net
724
1%
live.com.mx
653
0%
me.com
633
0%
att.net
577
0%
cox.net
515
0%
(Other)
4,695
4%
ALL
130,842
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
P_emaildomain
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON P_emaildomain:
R_emaildomain
0.46
ProductCD
0.20
id_30
0.10
M4
0.10
V52
0.10
V51
0.10
V79
0.09
V94
0.09
V74
0.09
V57
0.09
V73
0.09
V15
0.08
V33
0.08
V47
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P_emaildomain
CORRELATION RATIO WITH...
addr2
0.54
V34
0.53
V16
0.53
V58
0.50
V20
0.49
V62
0.48
addr1
0.47
card3
0.47
V326
0.46
id_14
0.46
V99
0.45
V285
0.44
V72
0.43
V327
0.43
57
R_emaildomain
VALUES:
131,083
(91%)
MISSING:
13,150
(9%)
DISTINCT:
60
(0%)
TOP CATEGORIES
gmail.com
55,079
42%
hotmail.com
25,022
19%
anonymous.com
19,838
15%
yahoo.com
11,645
9%
aol.com
3,669
3%
outlook.com
2,404
2%
comcast.net
1,810
1%
icloud.com
1,375
1%
yahoo.com.mx
1,184
1%
msn.com
840
1%
live.com
744
1%
live.com.mx
660
1%
verizon.net
614
0%
sbcglobal.net
551
0%
me.com
543
0%
cox.net
457
0%
att.net
429
0%
(Other)
4,219
3%
ALL
131,083
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
R_emaildomain
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON R_emaildomain:
P_emaildomain
0.47
ProductCD
0.13
M4
0.10
V52
0.10
V51
0.10
id_30
0.09
V79
0.09
V94
0.09
V74
0.09
V57
0.09
V73
0.09
V15
0.09
V33
0.09
V50
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
CORRELATION RATIO WITH...
V152
0.89
V151
0.82
V160
0.77
V150
0.77
V145
0.76
V159
0.75
V144
0.73
addr2
0.55
V166
0.54
V34
0.54
V16
0.53
V58
0.51
V20
0.48
V62
0.48
58
C1
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,559
(1%)
MAX
4,685
95%
7
Q3
2
AVG
28
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
4,685
IQR
1.00
STD
250
VAR
62,373
KURT.
188
SKEW
12.9
SUM
4.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C11
1.00
C2
1.00
C4
0.99
C8
0.98
C6
0.98
C13
0.98
C14
0.98
C10
0.97
C12
0.94
C7
0.94
V193
0.17
V192
0.17
V191
0.17
V196
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.10
id_30
0.10
id_34
0.10
id_32
0.10
V22
0.08
V14
0.08
id_38
0.08
V25
0.08
V74
0.08
V21
0.08
V173
0.08
ProductCD
0.08
V31
0.08
V79
0.08
MOST FREQUENT VALUES
1.0
104,542
72.5%
2.0
18,738
13.0%
3.0
6,055
4.2%
4.0
3,231
2.2%
5.0
2,628
1.8%
6.0
1,029
0.7%
7.0
717
0.5%
8.0
499
0.3%
0.0
447
0.3%
9.0
387
0.3%
10.0
302
0.2%
11.0
244
0.2%
12.0
189
0.1%
13.0
135
0.1%
15.0
129
0.1%
SMALLEST VALUES
0.0
447
0.3%
1.0
104,542
72.5%
2.0
18,738
13.0%
3.0
6,055
4.2%
4.0
3,231
2.2%
5.0
2,628
1.8%
6.0
1,029
0.7%
7.0
717
0.5%
8.0
499
0.3%
9.0
387
0.3%
10.0
302
0.2%
11.0
244
0.2%
12.0
189
0.1%
13.0
135
0.1%
14.0
106
0.1%
LARGEST VALUES
4685.0
1
0.0%
4684.0
1
0.0%
4682.0
1
0.0%
4681.0
1
0.0%
4680.0
1
0.0%
4670.0
1
0.0%
4669.0
1
0.0%
4668.0
1
0.0%
4667.0
2
0.0%
4666.0
1
0.0%
4665.0
1
0.0%
4663.0
2
0.0%
4662.0
1
0.0%
4661.0
1
0.0%
4660.0
4
0.0%
59
C2
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,182
(1%)
MAX
5,691
95%
16
Q3
2
AVG
34
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
5,691
IQR
1.00
STD
291
VAR
84,860
KURT.
178
SKEW
12.4
SUM
5.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C1
1.00
C11
0.99
C13
0.99
C8
0.99
C4
0.98
C6
0.98
C10
0.98
C14
0.97
C12
0.94
C7
0.94
V193
0.16
V192
0.16
V191
0.16
V196
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.11
id_34
0.11
id_30
0.11
id_32
0.11
V74
0.09
ProductCD
0.09
V79
0.09
V94
0.09
V52
0.09
M4
0.09
V51
0.09
V67
0.08
V57
0.08
V73
0.08
MOST FREQUENT VALUES
1.0
95,252
66.0%
2.0
16,673
11.6%
3.0
8,699
6.0%
4.0
4,414
3.1%
5.0
3,006
2.1%
6.0
2,028
1.4%
7.0
1,516
1.1%
8.0
1,140
0.8%
9.0
939
0.7%
10.0
694
0.5%
11.0
611
0.4%
12.0
475
0.3%
13.0
410
0.3%
14.0
362
0.3%
16.0
347
0.2%
SMALLEST VALUES
0.0
267
0.2%
1.0
95,252
66.0%
2.0
16,673
11.6%
3.0
8,699
6.0%
4.0
4,414
3.1%
5.0
3,006
2.1%
6.0
2,028
1.4%
7.0
1,516
1.1%
8.0
1,140
0.8%
9.0
939
0.7%
10.0
694
0.5%
11.0
611
0.4%
12.0
475
0.3%
13.0
410
0.3%
14.0
362
0.3%
LARGEST VALUES
5691.0
2
0.0%
5690.0
3
0.0%
5625.0
1
0.0%
5624.0
4
0.0%
5621.0
2
0.0%
5620.0
8
0.0%
5616.0
2
0.0%
5614.0
4
0.0%
5598.0
6
0.0%
5416.0
5
0.0%
5394.0
1
0.0%
5383.0
1
0.0%
5314.0
1
0.0%
5311.0
4
0.0%
5310.0
2
0.0%
60
C3
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
27
(0%)
MAX
26.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
0.304
VAR
0.092
KURT.
2,702
SKEW
44.1
SUM
3,322
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V20
-0.13
V130
0.12
D10
0.12
D15
0.12
V34
-0.10
V16
-0.10
D2
0.10
D6
0.09
D1
0.09
V310
0.09
V62
-0.08
id_21
0.08
D13
0.07
V58
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V89
0.32
V28
0.30
V27
0.28
V68
0.27
ProductCD
0.23
P_emaildomain
0.22
id_30
0.11
id_32
0.08
id_36
0.08
id_34
0.08
id_38
0.08
R_emaildomain
0.07
V83
0.07
V82
0.07
MOST FREQUENT VALUES
0.0
141,815
98.3%
1.0
2,126
1.5%
2.0
180
0.1%
3.0
58
0.0%
4.0
7
0.0%
16.0
6
0.0%
11.0
5
0.0%
9.0
5
0.0%
13.0
3
0.0%
5.0
3
0.0%
14.0
3
0.0%
17.0
2
0.0%
7.0
2
0.0%
10.0
2
0.0%
8.0
2
0.0%
SMALLEST VALUES
0.0
141,815
98.3%
1.0
2,126
1.5%
2.0
180
0.1%
3.0
58
0.0%
4.0
7
0.0%
5.0
3
0.0%
6.0
1
0.0%
7.0
2
0.0%
8.0
2
0.0%
9.0
5
0.0%
10.0
2
0.0%
11.0
5
0.0%
12.0
2
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
6
0.0%
15.0
2
0.0%
14.0
3
0.0%
13.0
3
0.0%
12.0
2
0.0%
61
C4
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,202
(1%)
MAX
2,253
95%
4
Q3
1
AVG
16
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
2,253
IQR
0.00
STD
132
VAR
17,409
KURT.
138
SKEW
11.1
SUM
2.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C6
1.00
C14
1.00
C11
0.99
C1
0.99
C2
0.98
C13
0.98
C8
0.96
C10
0.95
C7
0.88
C12
0.88
V193
0.24
V192
0.24
V191
0.23
V196
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.10
id_35
0.10
id_30
0.10
id_34
0.09
id_32
0.09
V22
0.09
V14
0.09
V25
0.09
V21
0.09
V31
0.09
V241
0.08
id_38
0.08
V240
0.08
V19
0.08
MOST FREQUENT VALUES
1.0
106,953
74.2%
2.0
12,238
8.5%
0.0
11,972
8.3%
3.0
4,695
3.3%
4.0
1,795
1.2%
5.0
812
0.6%
6.0
549
0.4%
7.0
352
0.2%
9.0
267
0.2%
10.0
222
0.2%
8.0
211
0.1%
12.0
166
0.1%
11.0
160
0.1%
17.0
113
0.1%
16.0
111
0.1%
SMALLEST VALUES
0.0
11,972
8.3%
1.0
106,953
74.2%
2.0
12,238
8.5%
3.0
4,695
3.3%
4.0
1,795
1.2%
5.0
812
0.6%
6.0
549
0.4%
7.0
352
0.2%
8.0
211
0.1%
9.0
267
0.2%
10.0
222
0.2%
11.0
160
0.1%
12.0
166
0.1%
13.0
100
0.1%
14.0
89
0.1%
LARGEST VALUES
2253.0
1
0.0%
2252.0
1
0.0%
2250.0
1
0.0%
2249.0
1
0.0%
2248.0
1
0.0%
2242.0
1
0.0%
2241.0
1
0.0%
2240.0
1
0.0%
2239.0
2
0.0%
2238.0
1
0.0%
2237.0
1
0.0%
2236.0
2
0.0%
2235.0
2
0.0%
2234.0
4
0.0%
2232.0
2
0.0%
62
C5
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
144,233
100%
ALL
144,233
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
C5
PROVIDES INFORMATION ON...
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON C5:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
C5
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
63
C6
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,194
(1%)
MAX
2,253
95%
3
Q3
1
AVG
16
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
2,253
IQR
0.00
STD
133
VAR
17,560
KURT.
136
SKEW
11.1
SUM
2.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C4
1.00
C14
1.00
C11
0.99
C1
0.98
C2
0.98
C13
0.97
C8
0.95
C10
0.94
C7
0.88
C12
0.88
V193
0.25
V192
0.24
V191
0.23
V196
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.11
id_35
0.10
id_30
0.10
id_34
0.10
id_32
0.09
V22
0.09
V14
0.09
V25
0.09
V21
0.09
V31
0.09
V241
0.08
V240
0.08
id_38
0.08
V19
0.08
MOST FREQUENT VALUES
1.0
112,351
77.9%
0.0
12,251
8.5%
2.0
10,385
7.2%
3.0
2,330
1.6%
4.0
1,168
0.8%
5.0
531
0.4%
6.0
433
0.3%
7.0
256
0.2%
9.0
239
0.2%
10.0
194
0.1%
8.0
190
0.1%
11.0
129
0.1%
16.0
112
0.1%
17.0
104
0.1%
13.0
83
0.1%
SMALLEST VALUES
0.0
12,251
8.5%
1.0
112,351
77.9%
2.0
10,385
7.2%
3.0
2,330
1.6%
4.0
1,168
0.8%
5.0
531
0.4%
6.0
433
0.3%
7.0
256
0.2%
8.0
190
0.1%
9.0
239
0.2%
10.0
194
0.1%
11.0
129
0.1%
12.0
60
0.0%
13.0
83
0.1%
14.0
75
0.1%
LARGEST VALUES
2253.0
1
0.0%
2252.0
1
0.0%
2250.0
1
0.0%
2249.0
1
0.0%
2248.0
1
0.0%
2242.0
1
0.0%
2241.0
1
0.0%
2240.0
1
0.0%
2239.0
2
0.0%
2238.0
1
0.0%
2237.0
1
0.0%
2236.0
2
0.0%
2235.0
2
0.0%
2234.0
4
0.0%
2232.0
2
0.0%
64
C7
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,036
(1%)
MAX
2,255
95%
3
Q3
1
AVG
11
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,255
IQR
1.00
STD
117
VAR
13,698
KURT.
211
SKEW
14.0
SUM
1.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C12
1.00
C10
0.98
C8
0.98
C13
0.95
C2
0.94
C1
0.94
C11
0.93
C4
0.88
C6
0.88
C14
0.86
V26
0.16
id_22
0.16
V34
0.14
V20
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V74
0.11
V79
0.11
V94
0.11
V52
0.11
M4
0.11
V51
0.11
V57
0.10
V73
0.10
V67
0.10
ProductCD
0.10
V82
0.10
id_35
0.10
V83
0.10
V61
0.10
MOST FREQUENT VALUES
0.0
82,967
57.5%
1.0
47,332
32.8%
2.0
6,583
4.6%
3.0
1,782
1.2%
4.0
1,007
0.7%
5.0
443
0.3%
6.0
365
0.3%
7.0
240
0.2%
9.0
227
0.2%
10.0
164
0.1%
8.0
158
0.1%
11.0
111
0.1%
16.0
103
0.1%
17.0
101
0.1%
15.0
79
0.1%
SMALLEST VALUES
0.0
82,967
57.5%
1.0
47,332
32.8%
2.0
6,583
4.6%
3.0
1,782
1.2%
4.0
1,007
0.7%
5.0
443
0.3%
6.0
365
0.3%
7.0
240
0.2%
8.0
158
0.1%
9.0
227
0.2%
10.0
164
0.1%
11.0
111
0.1%
12.0
48
0.0%
13.0
75
0.1%
14.0
68
0.0%
LARGEST VALUES
2255.0
1
0.0%
2254.0
1
0.0%
2252.0
1
0.0%
2251.0
1
0.0%
2250.0
1
0.0%
2244.0
1
0.0%
2243.0
1
0.0%
2242.0
1
0.0%
2241.0
2
0.0%
2240.0
1
0.0%
2239.0
1
0.0%
2238.0
2
0.0%
2237.0
2
0.0%
2236.0
4
0.0%
2234.0
2
0.0%
65
C8
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,236
(1%)
MAX
3,331
95%
8
Q3
2
AVG
19
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
3,331
IQR
1.00
STD
181
VAR
32,775
KURT.
196
SKEW
13.4
SUM
2.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C10
1.00
C13
0.99
C2
0.99
C1
0.98
C12
0.98
C7
0.98
C11
0.98
C4
0.96
C6
0.95
C14
0.94
V26
0.14
id_22
0.14
V24
0.11
V32
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.10
id_34
0.10
id_30
0.10
id_32
0.10
V74
0.09
V79
0.09
V94
0.09
V67
0.09
V52
0.09
M4
0.09
V51
0.09
ProductCD
0.09
V57
0.09
V73
0.09
MOST FREQUENT VALUES
1.0
103,965
72.1%
2.0
15,644
10.8%
3.0
5,356
3.7%
0.0
3,328
2.3%
4.0
2,752
1.9%
8.0
1,768
1.2%
6.0
1,728
1.2%
5.0
1,677
1.2%
7.0
965
0.7%
9.0
706
0.5%
10.0
475
0.3%
11.0
307
0.2%
12.0
307
0.2%
16.0
251
0.2%
13.0
241
0.2%
SMALLEST VALUES
0.0
3,328
2.3%
1.0
103,965
72.1%
2.0
15,644
10.8%
3.0
5,356
3.7%
4.0
2,752
1.9%
5.0
1,677
1.2%
6.0
1,728
1.2%
7.0
965
0.7%
8.0
1,768
1.2%
9.0
706
0.5%
10.0
475
0.3%
11.0
307
0.2%
12.0
307
0.2%
13.0
241
0.2%
14.0
182
0.1%
LARGEST VALUES
3331.0
1
0.0%
3330.0
1
0.0%
3328.0
1
0.0%
3327.0
1
0.0%
3326.0
1
0.0%
3319.0
1
0.0%
3318.0
1
0.0%
3317.0
1
0.0%
3316.0
2
0.0%
3312.0
1
0.0%
3311.0
1
0.0%
3309.0
5
0.0%
3308.0
3
0.0%
3306.0
2
0.0%
3304.0
1
0.0%
66
C9
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
144,233
100%
ALL
144,233
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
C9
PROVIDES INFORMATION ON...
C5
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON C9:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
C9
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
67
C10
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,211
(1%)
MAX
3,257
95%
10
Q3
1
AVG
20
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
3,257
IQR
0.00
STD
182
VAR
33,037
KURT.
181
SKEW
12.9
SUM
2.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C8
1.00
C13
0.99
C7
0.98
C12
0.98
C2
0.98
C1
0.97
C11
0.97
C4
0.95
C6
0.94
C14
0.93
V26
0.16
V32
0.12
id_22
0.12
TransactionID
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.10
id_30
0.10
V74
0.10
id_34
0.10
id_32
0.09
V79
0.09
V67
0.09
V94
0.09
V52
0.09
M4
0.09
V51
0.09
V57
0.09
id_38
0.09
V73
0.09
MOST FREQUENT VALUES
1.0
99,345
68.9%
2.0
14,637
10.1%
0.0
8,991
6.2%
3.0
6,276
4.4%
4.0
2,769
1.9%
5.0
1,776
1.2%
6.0
1,246
0.9%
7.0
794
0.6%
8.0
607
0.4%
9.0
518
0.4%
10.0
413
0.3%
11.0
383
0.3%
13.0
302
0.2%
12.0
287
0.2%
14.0
225
0.2%
SMALLEST VALUES
0.0
8,991
6.2%
1.0
99,345
68.9%
2.0
14,637
10.1%
3.0
6,276
4.4%
4.0
2,769
1.9%
5.0
1,776
1.2%
6.0
1,246
0.9%
7.0
794
0.6%
8.0
607
0.4%
9.0
518
0.4%
10.0
413
0.3%
11.0
383
0.3%
12.0
287
0.2%
13.0
302
0.2%
14.0
225
0.2%
LARGEST VALUES
3257.0
1
0.0%
3256.0
1
0.0%
3254.0
1
0.0%
3253.0
1
0.0%
3252.0
1
0.0%
3246.0
1
0.0%
3245.0
1
0.0%
3244.0
2
0.0%
3243.0
1
0.0%
3240.0
1
0.0%
3239.0
1
0.0%
3237.0
8
0.0%
3235.0
2
0.0%
3232.0
1
0.0%
3231.0
1
0.0%
68
C11
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,354
(1%)
MAX
3,188
95%
5
Q3
1
AVG
20
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
3,188
IQR
0.00
STD
177
VAR
31,251
KURT.
162
SKEW
12.0
SUM
2.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C1
1.00
C2
0.99
C4
0.99
C6
0.99
C13
0.99
C14
0.99
C8
0.98
C10
0.97
C12
0.93
C7
0.93
V193
0.19
V192
0.19
V191
0.19
V196
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_35
0.10
id_30
0.10
id_34
0.10
id_32
0.10
V22
0.09
V173
0.09
V14
0.09
V25
0.08
id_38
0.08
V21
0.08
V31
0.08
V74
0.08
V19
0.08
ProductCD
0.08
MOST FREQUENT VALUES
1.0
111,157
77.1%
2.0
15,477
10.7%
3.0
4,900
3.4%
5.0
2,648
1.8%
4.0
2,281
1.6%
0.0
1,020
0.7%
6.0
777
0.5%
7.0
451
0.3%
8.0
422
0.3%
9.0
226
0.2%
10.0
191
0.1%
11.0
182
0.1%
12.0
155
0.1%
13.0
133
0.1%
14.0
110
0.1%
SMALLEST VALUES
0.0
1,020
0.7%
1.0
111,157
77.1%
2.0
15,477
10.7%
3.0
4,900
3.4%
4.0
2,281
1.6%
5.0
2,648
1.8%
6.0
777
0.5%
7.0
451
0.3%
8.0
422
0.3%
9.0
226
0.2%
10.0
191
0.1%
11.0
182
0.1%
12.0
155
0.1%
13.0
133
0.1%
14.0
110
0.1%
LARGEST VALUES
3188.0
1
0.0%
3187.0
1
0.0%
3185.0
1
0.0%
3184.0
1
0.0%
3183.0
1
0.0%
3172.0
1
0.0%
3171.0
1
0.0%
3170.0
1
0.0%
3169.0
2
0.0%
3167.0
1
0.0%
3166.0
1
0.0%
3164.0
2
0.0%
3163.0
1
0.0%
3162.0
1
0.0%
3161.0
4
0.0%
69
C12
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,126
(1%)
MAX
3,188
95%
4
Q3
1
AVG
15
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,188
IQR
1.00
STD
164
VAR
26,960
KURT.
216
SKEW
14.2
SUM
2.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C7
1.00
C10
0.98
C8
0.98
C13
0.95
C2
0.94
C1
0.94
C11
0.93
C4
0.88
C6
0.88
C14
0.86
id_22
0.16
V26
0.15
V34
0.14
V16
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V74
0.11
V79
0.11
V94
0.11
V52
0.11
M4
0.11
V51
0.11
V57
0.10
V73
0.10
ProductCD
0.10
V67
0.10
id_35
0.10
V82
0.10
V83
0.10
V61
0.10
MOST FREQUENT VALUES
0.0
82,973
57.5%
1.0
40,480
28.1%
2.0
9,737
6.8%
3.0
3,624
2.5%
4.0
1,492
1.0%
5.0
973
0.7%
6.0
564
0.4%
7.0
345
0.2%
8.0
244
0.2%
10.0
162
0.1%
9.0
154
0.1%
17.0
101
0.1%
14.0
97
0.1%
15.0
93
0.1%
12.0
92
0.1%
SMALLEST VALUES
0.0
82,973
57.5%
1.0
40,480
28.1%
2.0
9,737
6.8%
3.0
3,624
2.5%
4.0
1,492
1.0%
5.0
973
0.7%
6.0
564
0.4%
7.0
345
0.2%
8.0
244
0.2%
9.0
154
0.1%
10.0
162
0.1%
11.0
73
0.1%
12.0
92
0.1%
13.0
86
0.1%
14.0
97
0.1%
LARGEST VALUES
3188.0
1
0.0%
3187.0
1
0.0%
3185.0
1
0.0%
3184.0
1
0.0%
3183.0
1
0.0%
3172.0
1
0.0%
3171.0
1
0.0%
3170.0
1
0.0%
3169.0
2
0.0%
3167.0
1
0.0%
3166.0
1
0.0%
3164.0
2
0.0%
3163.0
1
0.0%
3162.0
1
0.0%
3161.0
4
0.0%
70
C13
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
1,362
(1%)
MAX
2,918
95%
19
Q3
2
AVG
21
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
2,918
IQR
1.00
STD
166
VAR
27,443
KURT.
161
SKEW
12.0
SUM
3.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C10
0.99
C11
0.99
C8
0.99
C2
0.99
C1
0.98
C4
0.98
C6
0.97
C14
0.97
C7
0.95
C12
0.95
V326
0.20
D10
0.17
V327
0.17
V193
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_30
0.10
id_38
0.10
id_35
0.09
V22
0.09
V19
0.09
id_34
0.09
id_32
0.09
V33
0.09
V15
0.08
V14
0.08
V67
0.08
V25
0.08
V74
0.08
V21
0.08
MOST FREQUENT VALUES
1.0
87,295
60.5%
0.0
20,074
13.9%
2.0
14,224
9.9%
3.0
5,197
3.6%
4.0
2,734
1.9%
5.0
1,588
1.1%
6.0
1,090
0.8%
61.0
949
0.7%
7.0
846
0.6%
8.0
688
0.5%
9.0
477
0.3%
13.0
444
0.3%
11.0
399
0.3%
10.0
388
0.3%
12.0
369
0.3%
SMALLEST VALUES
0.0
20,074
13.9%
1.0
87,295
60.5%
2.0
14,224
9.9%
3.0
5,197
3.6%
4.0
2,734
1.9%
5.0
1,588
1.1%
6.0
1,090
0.8%
7.0
846
0.6%
8.0
688
0.5%
9.0
477
0.3%
10.0
388
0.3%
11.0
399
0.3%
12.0
369
0.3%
13.0
444
0.3%
14.0
278
0.2%
LARGEST VALUES
2918.0
1
0.0%
2917.0
1
0.0%
2914.0
1
0.0%
2913.0
1
0.0%
2912.0
1
0.0%
2905.0
1
0.0%
2904.0
1
0.0%
2903.0
2
0.0%
2902.0
1
0.0%
2900.0
2
0.0%
2899.0
2
0.0%
2898.0
1
0.0%
2897.0
1
0.0%
2896.0
4
0.0%
2895.0
2
0.0%
71
C14
VALUES:
144,233
(100%)
MISSING:
---
DISTINCT:
994
(1%)
MAX
1,429
95%
4
Q3
1
AVG
10
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
1,429
IQR
0.00
STD
87.2
VAR
7,601
KURT.
127
SKEW
10.8
SUM
1.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
C6
1.00
C4
1.00
C11
0.99
C1
0.98
C2
0.97
C13
0.97
C8
0.94
C10
0.93
C7
0.86
C12
0.86
V193
0.26
V192
0.26
V191
0.25
V196
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.11
id_35
0.10
V22
0.09
V14
0.09
id_30
0.09
id_34
0.09
id_32
0.09
V241
0.09
V21
0.09
V25
0.09
V240
0.09
V31
0.09
V19
0.09
id_38
0.09
MOST FREQUENT VALUES
1.0
100,646
69.8%
0.0
20,547
14.2%
2.0
11,876
8.2%
3.0
3,338
2.3%
4.0
1,938
1.3%
5.0
1,856
1.3%
6.0
605
0.4%
7.0
252
0.2%
8.0
208
0.1%
9.0
181
0.1%
11.0
121
0.1%
13.0
116
0.1%
10.0
107
0.1%
12.0
84
0.1%
19.0
36
0.0%
SMALLEST VALUES
0.0
20,547
14.2%
1.0
100,646
69.8%
2.0
11,876
8.2%
3.0
3,338
2.3%
4.0
1,938
1.3%
5.0
1,856
1.3%
6.0
605
0.4%
7.0
252
0.2%
8.0
208
0.1%
9.0
181
0.1%
10.0
107
0.1%
11.0
121
0.1%
12.0
84
0.1%
13.0
116
0.1%
14.0
9
0.0%
LARGEST VALUES
1429.0
1
0.0%
1428.0
1
0.0%
1425.0
1
0.0%
1424.0
1
0.0%
1423.0
1
0.0%
1419.0
1
0.0%
1418.0
1
0.0%
1417.0
1
0.0%
1416.0
2
0.0%
1415.0
2
0.0%
1414.0
2
0.0%
1413.0
2
0.0%
1412.0
4
0.0%
1411.0
2
0.0%
1408.0
1
0.0%
72
D1
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
641
(0%)
MAX
640
95%
262
Q3
0
AVG
29
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
640
IQR
0.00
STD
95.2
VAR
9,063
KURT.
15.1
SKEW
3.86
SUM
4.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D2
0.99
D3
0.57
D4
0.56
D12
0.55
D15
0.54
D6
0.54
D13
0.37
D10
0.34
V282
-0.33
V197
-0.27
D5
0.27
V153
-0.27
V154
-0.26
V148
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.29
ProductCD
0.26
P_emaildomain
0.24
id_30
0.23
id_12
0.17
V85
0.13
V88
0.13
V93
0.12
V92
0.12
V84
0.12
V22
0.11
V31
0.11
V14
0.10
id_15
0.10
MOST FREQUENT VALUES
0.0
114,399
79.4%
1.0
2,240
1.6%
2.0
1,124
0.8%
3.0
825
0.6%
42.0
755
0.5%
4.0
742
0.5%
6.0
555
0.4%
7.0
545
0.4%
5.0
530
0.4%
35.0
423
0.3%
9.0
372
0.3%
8.0
355
0.2%
43.0
349
0.2%
14.0
302
0.2%
10.0
299
0.2%
SMALLEST VALUES
0.0
114,399
79.4%
1.0
2,240
1.6%
2.0
1,124
0.8%
3.0
825
0.6%
4.0
742
0.5%
5.0
530
0.4%
6.0
555
0.4%
7.0
545
0.4%
8.0
355
0.2%
9.0
372
0.3%
10.0
299
0.2%
11.0
259
0.2%
12.0
252
0.2%
13.0
233
0.2%
14.0
302
0.2%
LARGEST VALUES
640.0
14
0.0%
639.0
41
0.0%
638.0
58
0.0%
637.0
98
0.1%
636.0
29
0.0%
635.0
13
0.0%
634.0
14
0.0%
633.0
16
0.0%
632.0
13
0.0%
631.0
11
0.0%
630.0
18
0.0%
629.0
8
0.0%
628.0
9
0.0%
627.0
11
0.0%
626.0
11
0.0%
73
D2
VALUES:
31,116
(22%)
MISSING:
113,117
(78%)
DISTINCT:
641
(0%)
MAX
640
95%
459
Q3
209
AVG
123
MEDIAN
37
Q1
2
5%
0
MIN
0
RANGE
640
IQR
207
STD
164
VAR
27,021
KURT.
0.681
SKEW
1.33
SUM
3.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D1
0.99
D4
0.69
D12
0.67
D6
0.60
D15
0.60
D3
0.56
D5
0.55
V282
-0.47
V283
-0.47
D7
0.45
D13
0.39
D10
0.34
V197
-0.30
V281
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.29
ProductCD
0.27
P_emaildomain
0.25
id_30
0.24
id_12
0.18
V85
0.12
V88
0.11
V93
0.11
V92
0.11
V84
0.10
V22
0.10
V31
0.09
id_15
0.09
id_16
0.08
MOST FREQUENT VALUES
0.0
6,078
19.5%
1.0
1,211
3.9%
2.0
767
2.5%
42.0
739
2.4%
3.0
649
2.1%
4.0
603
1.9%
7.0
466
1.5%
6.0
463
1.5%
5.0
439
1.4%
35.0
414
1.3%
43.0
349
1.1%
9.0
315
1.0%
8.0
286
0.9%
14.0
273
0.9%
10.0
253
0.8%
SMALLEST VALUES
0.0
6,078
19.5%
1.0
1,211
3.9%
2.0
767
2.5%
3.0
649
2.1%
4.0
603
1.9%
5.0
439
1.4%
6.0
463
1.5%
7.0
466
1.5%
8.0
286
0.9%
9.0
315
1.0%
10.0
253
0.8%
11.0
198
0.6%
12.0
222
0.7%
13.0
200
0.6%
14.0
273
0.9%
LARGEST VALUES
640.0
14
0.0%
639.0
35
0.1%
638.0
26
0.1%
637.0
58
0.2%
636.0
47
0.2%
635.0
25
0.1%
634.0
18
0.1%
633.0
22
0.1%
632.0
18
0.1%
631.0
9
0.0%
630.0
18
0.1%
629.0
8
0.0%
628.0
8
0.0%
627.0
12
0.0%
626.0
13
0.0%
74
D3
VALUES:
29,059
(20%)
MISSING:
115,174
(80%)
DISTINCT:
543
(0%)
MAX
819
95%
251
Q3
15
AVG
34
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
819
IQR
15.0
STD
86.0
VAR
7,391
KURT.
12.1
SKEW
3.38
SUM
998k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D5
0.84
D7
0.82
D1
0.57
D2
0.56
D4
0.38
V326
-0.35
D12
0.34
V327
-0.34
V282
-0.31
D6
0.30
V328
-0.28
V330
-0.28
V144
-0.27
V329
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V66
0.18
V67
0.18
V65
0.18
V61
0.18
V71
0.17
V64
0.16
V63
0.16
V88
0.15
V46
0.15
V47
0.14
V93
0.14
V41
0.14
V92
0.14
V83
0.14
MOST FREQUENT VALUES
0.0
14,544
50.0%
1.0
1,574
5.4%
2.0
939
3.2%
3.0
713
2.5%
7.0
574
2.0%
4.0
572
2.0%
5.0
482
1.7%
6.0
427
1.5%
8.0
353
1.2%
9.0
265
0.9%
14.0
263
0.9%
10.0
260
0.9%
11.0
219
0.8%
12.0
215
0.7%
13.0
214
0.7%
SMALLEST VALUES
0.0
14,544
50.0%
1.0
1,574
5.4%
2.0
939
3.2%
3.0
713
2.5%
4.0
572
2.0%
5.0
482
1.7%
6.0
427
1.5%
7.0
574
2.0%
8.0
353
1.2%
9.0
265
0.9%
10.0
260
0.9%
11.0
219
0.8%
12.0
215
0.7%
13.0
214
0.7%
14.0
263
0.9%
LARGEST VALUES
819.0
1
0.0%
784.0
2
0.0%
749.0
1
0.0%
731.0
1
0.0%
729.0
2
0.0%
692.0
1
0.0%
691.0
1
0.0%
689.0
1
0.0%
682.0
1
0.0%
674.0
2
0.0%
655.0
1
0.0%
634.0
1
0.0%
633.0
1
0.0%
622.0
1
0.0%
620.0
1
0.0%
75
D4
VALUES:
64,768
(45%)
MISSING:
79,465
(55%)
DISTINCT:
791
(1%)
MAX
869
95%
398
Q3
15
AVG
61
MEDIAN
0
Q1
0
5%
0
MIN
-83
RANGE
952
IQR
15.0
STD
138
VAR
18,993
KURT.
5.56
SKEW
2.48
SUM
3.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D12
1.00
D6
0.95
D15
0.70
D2
0.69
D5
0.59
D7
0.58
D1
0.56
D3
0.38
D13
0.38
V153
-0.38
V154
-0.38
D10
0.38
V148
-0.38
V155
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V41
0.31
V46
0.30
V47
0.30
V83
0.28
V82
0.28
V43
0.28
V50
0.28
V42
0.28
V88
0.27
V93
0.26
V92
0.26
V19
0.25
V61
0.25
V85
0.25
MOST FREQUENT VALUES
0.0
42,386
65.4%
1.0
1,478
2.3%
2.0
814
1.3%
3.0
597
0.9%
4.0
566
0.9%
5.0
429
0.7%
7.0
361
0.6%
6.0
331
0.5%
8.0
271
0.4%
9.0
245
0.4%
14.0
225
0.3%
10.0
212
0.3%
13.0
198
0.3%
12.0
181
0.3%
15.0
173
0.3%
SMALLEST VALUES
-83.0
1
0.0%
-74.0
1
0.0%
-6.0
1
0.0%
0.0
42,386
65.4%
1.0
1,478
2.3%
2.0
814
1.3%
3.0
597
0.9%
4.0
566
0.9%
5.0
429
0.7%
6.0
331
0.5%
7.0
361
0.6%
8.0
271
0.4%
9.0
245
0.4%
10.0
212
0.3%
11.0
163
0.3%
LARGEST VALUES
869.0
1
0.0%
864.0
1
0.0%
860.0
1
0.0%
855.0
4
0.0%
846.0
1
0.0%
843.0
2
0.0%
840.0
1
0.0%
838.0
1
0.0%
835.0
2
0.0%
833.0
1
0.0%
829.0
2
0.0%
828.0
1
0.0%
825.0
1
0.0%
823.0
1
0.0%
822.0
1
0.0%
76
D5
VALUES:
33,075
(23%)
MISSING:
111,158
(77%)
DISTINCT:
619
(0%)
MAX
819
95%
353
Q3
21
AVG
46
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
819
IQR
21.0
STD
107
VAR
11,508
KURT.
7.55
SKEW
2.78
SUM
1.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D7
0.99
D3
0.84
D4
0.59
D12
0.56
D6
0.55
D2
0.55
V157
-0.37
D15
0.37
V158
-0.37
V148
-0.35
V153
-0.35
V155
-0.34
V323
-0.34
V154
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V47
0.21
V46
0.21
V41
0.21
V50
0.20
V83
0.19
V82
0.19
V43
0.19
V42
0.19
V88
0.18
V93
0.18
V92
0.18
V85
0.17
V84
0.17
V19
0.16
MOST FREQUENT VALUES
0.0
18,194
55.0%
1.0
1,179
3.6%
2.0
750
2.3%
3.0
577
1.7%
7.0
506
1.5%
4.0
466
1.4%
5.0
404
1.2%
6.0
329
1.0%
8.0
321
1.0%
9.0
259
0.8%
14.0
229
0.7%
10.0
205
0.6%
12.0
202
0.6%
11.0
183
0.6%
13.0
179
0.5%
SMALLEST VALUES
0.0
18,194
55.0%
1.0
1,179
3.6%
2.0
750
2.3%
3.0
577
1.7%
4.0
466
1.4%
5.0
404
1.2%
6.0
329
1.0%
7.0
506
1.5%
8.0
321
1.0%
9.0
259
0.8%
10.0
205
0.6%
11.0
183
0.6%
12.0
202
0.6%
13.0
179
0.5%
14.0
229
0.7%
LARGEST VALUES
819.0
1
0.0%
801.0
1
0.0%
775.0
1
0.0%
760.0
1
0.0%
757.0
1
0.0%
745.0
1
0.0%
736.0
1
0.0%
734.0
2
0.0%
733.0
2
0.0%
731.0
4
0.0%
730.0
1
0.0%
729.0
2
0.0%
726.0
2
0.0%
725.0
1
0.0%
724.0
1
0.0%
77
D6
VALUES:
67,373
(47%)
MISSING:
76,860
(53%)
DISTINCT:
828
(1%)
MAX
873
95%
408
Q3
42
AVG
71
MEDIAN
0
Q1
0
5%
0
MIN
-83
RANGE
956
IQR
42.0
STD
145
VAR
21,094
KURT.
4.66
SKEW
2.25
SUM
4.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D12
0.98
D4
0.95
D15
0.71
V153
-0.71
V154
-0.70
V148
-0.70
V155
-0.70
V149
-0.70
V156
-0.70
V157
-0.67
V158
-0.66
D2
0.60
D5
0.55
D1
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
V31
0.25
V88
0.25
V22
0.25
V25
0.24
V93
0.24
V92
0.24
V14
0.24
V21
0.24
V71
0.23
V85
0.23
V66
0.23
V67
0.23
V194
0.23
MOST FREQUENT VALUES
0.0
41,796
62.0%
1.0
1,471
2.2%
256.0
892
1.3%
2.0
818
1.2%
3.0
602
0.9%
4.0
563
0.8%
5.0
421
0.6%
7.0
359
0.5%
249.0
343
0.5%
6.0
335
0.5%
8.0
277
0.4%
9.0
244
0.4%
14.0
230
0.3%
10.0
220
0.3%
13.0
202
0.3%
SMALLEST VALUES
-83.0
1
0.0%
-74.0
1
0.0%
-6.0
1
0.0%
0.0
41,796
62.0%
1.0
1,471
2.2%
2.0
818
1.2%
3.0
602
0.9%
4.0
563
0.8%
5.0
421
0.6%
6.0
335
0.5%
7.0
359
0.5%
8.0
277
0.4%
9.0
244
0.4%
10.0
220
0.3%
11.0
176
0.3%
LARGEST VALUES
873.0
1
0.0%
871.0
1
0.0%
869.0
2
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
861.0
2
0.0%
859.0
1
0.0%
856.0
2
0.0%
854.0
1
0.0%
853.0
1
0.0%
849.0
2
0.0%
847.0
3
0.0%
846.0
1
0.0%
845.0
1
0.0%
78
D7
VALUES:
36,140
(25%)
MISSING:
108,093
(75%)
DISTINCT:
595
(0%)
MAX
843
95%
324
Q3
16
AVG
41
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
843
IQR
16.0
STD
100.0
VAR
9,992
KURT.
8.87
SKEW
2.98
SUM
1.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D5
0.99
D3
0.82
D4
0.58
D12
0.55
D6
0.50
D2
0.45
V326
-0.35
V327
-0.33
D15
0.29
V152
-0.28
V144
-0.27
V328
-0.27
V145
-0.26
V330
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V46
0.18
V47
0.18
V41
0.18
V93
0.17
V88
0.17
V92
0.17
V50
0.17
V83
0.17
V82
0.17
V85
0.17
V84
0.16
V43
0.16
V42
0.16
V31
0.15
MOST FREQUENT VALUES
0.0
19,675
54.4%
1.0
1,609
4.5%
2.0
944
2.6%
3.0
748
2.1%
4.0
581
1.6%
7.0
575
1.6%
5.0
489
1.4%
6.0
405
1.1%
8.0
367
1.0%
9.0
291
0.8%
14.0
254
0.7%
10.0
250
0.7%
12.0
224
0.6%
11.0
217
0.6%
13.0
208
0.6%
SMALLEST VALUES
0.0
19,675
54.4%
1.0
1,609
4.5%
2.0
944
2.6%
3.0
748
2.1%
4.0
581
1.6%
5.0
489
1.4%
6.0
405
1.1%
7.0
575
1.6%
8.0
367
1.0%
9.0
291
0.8%
10.0
250
0.7%
11.0
217
0.6%
12.0
224
0.6%
13.0
208
0.6%
14.0
254
0.7%
LARGEST VALUES
843.0
1
0.0%
801.0
1
0.0%
770.0
1
0.0%
760.0
1
0.0%
759.0
1
0.0%
757.0
1
0.0%
745.0
1
0.0%
744.0
1
0.0%
733.0
3
0.0%
732.0
1
0.0%
731.0
2
0.0%
730.0
6
0.0%
729.0
2
0.0%
726.0
2
0.0%
725.0
1
0.0%
79
D8
VALUES:
74,926
(52%)
MISSING:
69,307
(48%)
DISTINCT:
12,353
(9%)
MAX
1,708
95%
739
Q3
188
AVG
146
MEDIAN
38
Q1
1
5%
0
MIN
0
RANGE
1,708
IQR
187
STD
232
VAR
53,668
KURT.
4.86
SKEW
2.24
SUM
10.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D13
0.52
D2
0.28
D5
0.25
D15
0.23
V192
0.23
D7
0.22
id_17
-0.22
V197
-0.21
V171
-0.21
V187
0.20
V195
-0.20
D3
0.19
id_21
0.19
V170
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_29
0.40
id_28
0.39
id_16
0.34
id_15
0.34
id_30
0.30
id_32
0.27
DeviceType
0.26
id_34
0.24
V194
0.24
ProductCD
0.19
M4
0.18
V52
0.17
V51
0.17
V79
0.17
MOST FREQUENT VALUES
0.7916659712791443
1,351
1.8%
0.8333330154418945
1,327
1.8%
0.875
1,304
1.7%
0.9583330154418944
1,300
1.7%
0.9166659712791444
1,259
1.7%
0.75
1,248
1.7%
0.7083330154418945
1,175
1.6%
0.08333300054073334
1,118
1.5%
0.6666659712791443
1,097
1.5%
0.125
1,028
1.4%
0.04166600108146668
973
1.3%
0.16666600108146667
877
1.2%
0.0
835
1.1%
0.625
815
1.1%
0.20833300054073334
686
0.9%
SMALLEST VALUES
0.0
835
1.1%
0.04166600108146668
973
1.3%
0.08333300054073334
1,118
1.5%
0.125
1,028
1.4%
0.16666600108146667
877
1.2%
0.20833300054073334
686
0.9%
0.25
381
0.5%
0.2916660010814667
267
0.4%
0.3333329856395721
154
0.2%
0.375
93
0.1%
0.4166660010814667
109
0.1%
0.4583329856395722
182
0.2%
0.5
234
0.3%
0.5416659712791443
353
0.5%
0.5833330154418945
677
0.9%
LARGEST VALUES
1707.7916259765625
1
0.0%
1638.875
1
0.0%
1543.5416259765625
1
0.0%
1517.8333740234375
2
0.0%
1376.5416259765625
1
0.0%
1342.9166259765625
2
0.0%
1303.8333740234375
1
0.0%
1301.9583740234375
1
0.0%
1299.1666259765625
2
0.0%
1295.8333740234375
2
0.0%
1295.7083740234375
1
0.0%
1295.6666259765625
1
0.0%
1295.1666259765625
1
0.0%
1294.7916259765625
1
0.0%
1293.7083740234375
1
0.0%
80
D9
VALUES:
74,926
(52%)
MISSING:
69,307
(48%)
DISTINCT:
24
(0%)
MAX
0.958
95%
0.958
Q3
0.833
MEDIAN
0.667
AVG
0.561
Q1
0.208
5%
0.000
MIN
0.000
RANGE
0.958
IQR
0.625
STD
0.317
VAR
0.100
KURT.
-1.14
SKEW
-0.586
SUM
42,038
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_17
-0.13
card3
-0.10
id_24
0.09
V34
-0.08
V16
-0.08
TransactionAmt
0.07
id_22
-0.07
id_18
-0.07
V58
-0.07
D8
0.07
id_05
0.07
id_02
-0.06
D10
0.06
D15
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_29
0.78
id_28
0.76
id_16
0.68
id_15
0.66
DeviceType
0.29
id_37
0.29
id_30
0.28
id_12
0.26
id_32
0.25
V174
0.25
id_34
0.24
id_35
0.16
P_emaildomain
0.15
ProductCD
0.15
MOST FREQUENT VALUES
0.7916659712791443
5,388
7.2%
0.8333330154418945
5,273
7.0%
0.75
5,147
6.9%
0.7083330154418945
5,132
6.8%
0.6666659712791443
5,069
6.8%
0.875
4,857
6.5%
0.9166659712791444
4,694
6.3%
0.9583330154418944
4,411
5.9%
0.625
4,380
5.8%
0.0
4,190
5.6%
0.04166600108146668
3,826
5.1%
0.08333300054073334
3,726
5.0%
0.5833330154418945
3,644
4.9%
0.125
3,308
4.4%
0.16666600108146667
2,786
3.7%
SMALLEST VALUES
0.0
4,190
5.6%
0.04166600108146668
3,826
5.1%
0.08333300054073334
3,726
5.0%
0.125
3,308
4.4%
0.16666600108146667
2,786
3.7%
0.20833300054073334
1,913
2.6%
0.25
1,067
1.4%
0.2916660010814667
663
0.9%
0.3333329856395721
387
0.5%
0.375
323
0.4%
0.4166660010814667
404
0.5%
0.4583329856395722
733
1.0%
0.5
1,278
1.7%
0.5416659712791443
2,327
3.1%
0.5833330154418945
3,644
4.9%
LARGEST VALUES
0.9583330154418944
4,411
5.9%
0.9166659712791444
4,694
6.3%
0.875
4,857
6.5%
0.8333330154418945
5,273
7.0%
0.7916659712791443
5,388
7.2%
0.75
5,147
6.9%
0.7083330154418945
5,132
6.8%
0.6666659712791443
5,069
6.8%
0.625
4,380
5.8%
0.5833330154418945
3,644
4.9%
0.5416659712791443
2,327
3.1%
0.5
1,278
1.7%
0.4583329856395722
733
1.0%
0.4166660010814667
404
0.5%
0.375
323
0.4%
81
D10
VALUES:
69,232
(48%)
MISSING:
75,001
(52%)
DISTINCT:
781
(1%)
MAX
876
95%
246
Q3
0
AVG
23
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
876
IQR
0.00
STD
96.1
VAR
9,241
KURT.
28.0
SKEW
5.03
SUM
1.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D15
0.59
D6
0.48
V34
-0.47
V16
-0.46
V153
-0.43
id_17
-0.43
V154
-0.43
V148
-0.43
V155
-0.43
V156
-0.41
V149
-0.41
V99
0.41
V157
-0.41
V58
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.35
P_emaildomain
0.31
id_12
0.30
id_30
0.19
V22
0.18
V31
0.18
V21
0.16
R_emaildomain
0.16
V14
0.16
V28
0.15
V25
0.15
id_34
0.15
id_32
0.15
V27
0.15
MOST FREQUENT VALUES
0.0
63,232
91.3%
253.0
864
1.2%
246.0
333
0.5%
1.0
176
0.3%
2.0
111
0.2%
365.0
92
0.1%
254.0
70
0.1%
3.0
65
0.1%
364.0
65
0.1%
6.0
59
0.1%
4.0
56
0.1%
5.0
55
0.1%
7.0
46
0.1%
248.0
40
0.1%
366.0
39
0.1%
SMALLEST VALUES
0.0
63,232
91.3%
1.0
176
0.3%
2.0
111
0.2%
3.0
65
0.1%
4.0
56
0.1%
5.0
55
0.1%
6.0
59
0.1%
7.0
46
0.1%
8.0
22
0.0%
9.0
25
0.0%
10.0
25
0.0%
11.0
8
0.0%
12.0
18
0.0%
13.0
13
0.0%
14.0
13
0.0%
LARGEST VALUES
876.0
1
0.0%
869.0
1
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
861.0
2
0.0%
859.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
4
0.0%
854.0
3
0.0%
849.0
1
0.0%
847.0
3
0.0%
846.0
1
0.0%
845.0
1
0.0%
82
D11
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
83
D12
VALUES:
58,909
(41%)
MISSING:
85,324
(59%)
DISTINCT:
632
(0%)
MAX
648
95%
381
Q3
12
AVG
54
MEDIAN
0
Q1
0
5%
0
MIN
-83
RANGE
731
IQR
12.0
STD
124
VAR
15,367
KURT.
5.14
SKEW
2.48
SUM
3.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D4
1.00
D6
0.98
D2
0.67
D15
0.61
D5
0.56
D7
0.55
D1
0.55
D13
0.37
D3
0.34
V197
-0.31
V198
-0.29
V195
-0.28
V282
-0.20
D8
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V79
0.31
V94
0.31
V52
0.31
V51
0.31
M4
0.31
V74
0.31
V57
0.30
V73
0.30
ProductCD
0.30
V15
0.30
V33
0.30
V61
0.29
id_35
0.29
V83
0.29
MOST FREQUENT VALUES
0.0
38,779
65.8%
1.0
1,409
2.4%
2.0
778
1.3%
3.0
592
1.0%
4.0
548
0.9%
5.0
403
0.7%
7.0
352
0.6%
6.0
324
0.6%
8.0
263
0.4%
9.0
235
0.4%
14.0
227
0.4%
10.0
206
0.3%
13.0
191
0.3%
12.0
166
0.3%
15.0
164
0.3%
SMALLEST VALUES
-83.0
1
0.0%
-74.0
1
0.0%
0.0
38,779
65.8%
1.0
1,409
2.4%
2.0
778
1.3%
3.0
592
1.0%
4.0
548
0.9%
5.0
403
0.7%
6.0
324
0.6%
7.0
352
0.6%
8.0
263
0.4%
9.0
235
0.4%
10.0
206
0.3%
11.0
159
0.3%
12.0
166
0.3%
LARGEST VALUES
648.0
6
0.0%
645.0
1
0.0%
644.0
1
0.0%
640.0
3
0.0%
639.0
1
0.0%
637.0
1
0.0%
636.0
1
0.0%
635.0
1
0.0%
634.0
3
0.0%
632.0
3
0.0%
631.0
1
0.0%
630.0
1
0.0%
629.0
2
0.0%
628.0
2
0.0%
627.0
2
0.0%
84
D13
VALUES:
61,936
(43%)
MISSING:
82,297
(57%)
DISTINCT:
577
(0%)
MAX
847
95%
109
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
847
IQR
0.00
STD
67.6
VAR
4,571
KURT.
34.5
SKEW
5.41
SUM
1.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V197
-0.75
V198
-0.71
V195
-0.71
D8
0.52
D15
0.43
D6
0.42
D2
0.39
D4
0.38
D1
0.37
D12
0.37
V188
-0.28
D10
0.28
V189
-0.27
V330
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.46
id_15
0.18
id_16
0.17
id_28
0.16
id_29
0.15
V88
0.15
V85
0.15
V63
0.15
V64
0.15
V84
0.15
V93
0.15
V92
0.14
V21
0.14
V22
0.14
MOST FREQUENT VALUES
0.0
48,829
78.8%
1.0
1,097
1.8%
26.0
891
1.4%
2.0
623
1.0%
3.0
476
0.8%
4.0
366
0.6%
19.0
343
0.6%
5.0
316
0.5%
7.0
303
0.5%
6.0
262
0.4%
9.0
203
0.3%
8.0
192
0.3%
14.0
172
0.3%
10.0
161
0.3%
15.0
151
0.2%
SMALLEST VALUES
0.0
48,829
78.8%
1.0
1,097
1.8%
2.0
623
1.0%
3.0
476
0.8%
4.0
366
0.6%
5.0
316
0.5%
6.0
262
0.4%
7.0
303
0.5%
8.0
192
0.3%
9.0
203
0.3%
10.0
161
0.3%
11.0
147
0.2%
12.0
112
0.2%
13.0
146
0.2%
14.0
172
0.3%
LARGEST VALUES
847.0
1
0.0%
820.0
1
0.0%
818.0
1
0.0%
815.0
1
0.0%
807.0
1
0.0%
797.0
1
0.0%
791.0
1
0.0%
780.0
3
0.0%
777.0
1
0.0%
774.0
1
0.0%
764.0
4
0.0%
763.0
2
0.0%
745.0
4
0.0%
744.0
1
0.0%
742.0
1
0.0%
85
D14
VALUES:
62,165
(43%)
MISSING:
82,068
(57%)
DISTINCT:
802
(1%)
MAX
878
95%
396
Q3
2
AVG
58
MEDIAN
0
Q1
0
5%
0
MIN
-193
RANGE
1,071
IQR
2.00
STD
136
VAR
18,584
KURT.
6.31
SKEW
2.58
SUM
3.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V250
-0.67
V251
-0.65
D10
0.34
V256
-0.31
V255
-0.31
id_26
-0.27
V326
0.27
V327
0.26
V153
-0.25
V335
0.24
V330
0.24
V148
-0.24
V329
0.24
V155
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V22
0.19
V64
0.19
ProductCD
0.19
V21
0.19
V63
0.19
V14
0.18
V31
0.18
V65
0.18
V71
0.18
V67
0.18
V66
0.18
V25
0.17
V85
0.16
V84
0.16
MOST FREQUENT VALUES
0.0
45,251
72.8%
1.0
1,105
1.8%
256.0
658
1.1%
2.0
495
0.8%
3.0
306
0.5%
249.0
284
0.5%
4.0
260
0.4%
7.0
233
0.4%
5.0
210
0.3%
6.0
183
0.3%
8.0
158
0.3%
9.0
132
0.2%
14.0
108
0.2%
10.0
106
0.2%
13.0
91
0.1%
SMALLEST VALUES
-193.0
2
0.0%
-83.0
1
0.0%
0.0
45,251
72.8%
1.0
1,105
1.8%
2.0
495
0.8%
3.0
306
0.5%
4.0
260
0.4%
5.0
210
0.3%
6.0
183
0.3%
7.0
233
0.4%
8.0
158
0.3%
9.0
132
0.2%
10.0
106
0.2%
11.0
89
0.1%
12.0
63
0.1%
LARGEST VALUES
878.0
1
0.0%
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
860.0
1
0.0%
856.0
6
0.0%
855.0
2
0.0%
854.0
2
0.0%
852.0
1
0.0%
850.0
1
0.0%
848.0
1
0.0%
847.0
5
0.0%
846.0
1
0.0%
844.0
1
0.0%
843.0
2
0.0%
86
D15
VALUES:
68,317
(47%)
MISSING:
75,916
(53%)
DISTINCT:
849
(1%)
MAX
879
95%
379
Q3
5
AVG
55
MEDIAN
0
Q1
0
5%
0
MIN
-83
RANGE
962
IQR
5.00
STD
139
VAR
19,185
KURT.
8.63
SKEW
2.95
SUM
3.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D6
0.71
D4
0.70
D12
0.61
D2
0.60
D10
0.59
D1
0.54
V153
-0.45
V148
-0.45
V154
-0.44
V155
-0.44
V149
-0.44
V156
-0.44
D13
0.43
V157
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V88
0.27
V194
0.25
V93
0.25
V85
0.25
V92
0.25
V84
0.24
ProductCD
0.21
V31
0.19
V22
0.19
P_emaildomain
0.18
V25
0.18
V14
0.18
V21
0.17
V66
0.16
MOST FREQUENT VALUES
0.0
47,836
70.0%
1.0
1,240
1.8%
2.0
760
1.1%
3.0
551
0.8%
4.0
525
0.8%
5.0
370
0.5%
7.0
353
0.5%
6.0
291
0.4%
8.0
265
0.4%
9.0
231
0.3%
14.0
220
0.3%
10.0
198
0.3%
13.0
168
0.2%
365.0
154
0.2%
15.0
153
0.2%
SMALLEST VALUES
-83.0
1
0.0%
-74.0
1
0.0%
-6.0
1
0.0%
0.0
47,836
70.0%
1.0
1,240
1.8%
2.0
760
1.1%
3.0
551
0.8%
4.0
525
0.8%
5.0
370
0.5%
6.0
291
0.4%
7.0
353
0.5%
8.0
265
0.4%
9.0
231
0.3%
10.0
198
0.3%
11.0
147
0.2%
LARGEST VALUES
879.0
1
0.0%
878.0
1
0.0%
876.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
865.0
1
0.0%
864.0
3
0.0%
861.0
2
0.0%
859.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
2
0.0%
854.0
3
0.0%
851.0
1
0.0%
850.0
1
0.0%
87
M1
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
88
M2
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
89
M3
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
90
M4
VALUES:
60,831
(42%)
MISSING:
83,402
(58%)
DISTINCT:
3
(0%)
TOP CATEGORIES
M2
50,300
83%
M0
10,109
17%
M1
422
1%
ALL
60,831
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
M4
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON M4:
ProductCD
0.72
V79
0.69
V94
0.69
V51
0.69
V52
0.69
V74
0.65
id_35
0.65
V57
0.64
V73
0.64
V15
0.64
V33
0.64
id_34
0.62
id_32
0.61
id_30
0.61

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
M4
CORRELATION RATIO WITH...
addr2
0.96
V34
0.92
V16
0.91
V58
0.87
addr1
0.84
V62
0.83
V20
0.83
id_14
0.83
V26
0.79
V72
0.78
V32
0.76
V59
0.75
V17
0.73
V39
0.72
91
M5
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
92
M6
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
93
M7
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
94
M8
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
95
M9
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
96
V1
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
97
V2
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
98
V3
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
99
V4
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
100
V5
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
101
V6
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
102
V7
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
103
V8
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
104
V9
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
105
V10
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
106
V11
VALUES:
0
(0%)
MISSING:
144,233
(100%)
DISTINCT:
0
(0%)
107
V12
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
69,181
100%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V12
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V12:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V12
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
108
V13
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
69,181
100%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V13
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V13:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V13
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
109
V14
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
2
(0%)
TOP CATEGORIES
1.0
68,927
99%
0.0
254
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V14
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V14:
V25
0.89
V22
0.88
V21
0.88
V31
0.87
V19
0.77
V15
0.65
V33
0.65
V65
0.62
V88
0.61
ProductCD
0.61
V93
0.60
V92
0.60
V67
0.60
V66
0.59

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V14
CORRELATION RATIO WITH...
V26
0.94
V32
0.91
V17
0.90
V18
0.88
V20
0.88
V23
0.85
V24
0.84
V34
0.82
V16
0.81
addr2
0.81
V72
0.76
V59
0.75
V62
0.74
V58
0.74
110
V15
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
56,490
82%
0.0
12,360
18%
2.0
286
0%
3.0
25
0%
7.0
8
0%
4.0
8
0%
5.0
3
0%
6.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V15
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V15:
V33
0.99
V79
0.89
V94
0.89
V52
0.86
V51
0.86
M4
0.83
V19
0.81
V74
0.80
ProductCD
0.79
V57
0.79
V73
0.79
V83
0.74
V82
0.74
V31
0.74

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V15
CORRELATION RATIO WITH...
V16
0.99
V34
0.98
V20
0.91
addr2
0.90
V58
0.86
V26
0.86
V32
0.85
V62
0.83
addr1
0.79
V17
0.79
id_14
0.78
V72
0.78
V18
0.77
V59
0.75
111
V16
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
15
(0%)
MAX
15.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.434
VAR
0.189
KURT.
82.3
SKEW
2.32
SUM
57,619
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V34
0.97
V20
0.76
id_22
0.71
addr2
-0.67
id_17
0.59
V58
0.57
V26
0.52
V32
0.51
D10
-0.46
V62
0.43
id_07
-0.37
card3
0.36
id_26
0.34
V99
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V15
0.99
V33
0.98
V79
0.94
V94
0.94
V52
0.93
V51
0.93
V19
0.91
M4
0.91
V74
0.91
V57
0.91
V73
0.91
ProductCD
0.89
V31
0.87
V83
0.86
MOST FREQUENT VALUES
1.0
56,334
81.4%
0.0
12,358
17.9%
2.0
358
0.5%
3.0
72
0.1%
4.0
28
0.0%
5.0
9
0.0%
6.0
7
0.0%
7.0
3
0.0%
8.0
3
0.0%
14.0
3
0.0%
9.0
2
0.0%
13.0
1
0.0%
11.0
1
0.0%
15.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
12,358
17.9%
1.0
56,334
81.4%
2.0
358
0.5%
3.0
72
0.1%
4.0
28
0.0%
5.0
9
0.0%
6.0
7
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
2
0.0%
10.0
1
0.0%
11.0
1
0.0%
13.0
1
0.0%
14.0
3
0.0%
15.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
3
0.0%
13.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
2
0.0%
8.0
3
0.0%
7.0
3
0.0%
6.0
7
0.0%
5.0
9
0.0%
4.0
28
0.0%
3.0
72
0.1%
2.0
358
0.5%
1.0
56,334
81.4%
0.0
12,358
17.9%
112
V17
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
16
(0%)
MAX
15.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.360
VAR
0.129
KURT.
197
SKEW
8.74
SUM
68,775
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V18
0.94
V80
0.51
V81
0.47
V39
0.41
V40
0.40
V23
0.38
V24
0.37
V302
0.35
V59
0.33
V60
0.31
V123
0.28
V304
0.28
V26
0.27
V125
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V21
0.93
V22
0.92
V14
0.90
V25
0.89
V31
0.89
V19
0.85
V85
0.79
V64
0.79
V84
0.79
V33
0.79
V15
0.79
V63
0.78
V88
0.78
V93
0.78
MOST FREQUENT VALUES
1.0
65,116
94.1%
0.0
2,689
3.9%
2.0
910
1.3%
3.0
268
0.4%
4.0
103
0.1%
5.0
40
0.1%
6.0
21
0.0%
7.0
12
0.0%
8.0
8
0.0%
9.0
6
0.0%
10.0
3
0.0%
13.0
1
0.0%
15.0
1
0.0%
14.0
1
0.0%
12.0
1
0.0%
SMALLEST VALUES
0.0
2,689
3.9%
1.0
65,116
94.1%
2.0
910
1.3%
3.0
268
0.4%
4.0
103
0.1%
5.0
40
0.1%
6.0
21
0.0%
7.0
12
0.0%
8.0
8
0.0%
9.0
6
0.0%
10.0
3
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
3
0.0%
9.0
6
0.0%
8.0
8
0.0%
7.0
12
0.0%
6.0
21
0.0%
5.0
40
0.1%
4.0
103
0.1%
3.0
268
0.4%
2.0
910
1.3%
1.0
65,116
94.1%
113
V18
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
16
(0%)
MAX
15.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.389
VAR
0.151
KURT.
161
SKEW
8.27
SUM
69,424
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V17
0.94
V80
0.47
V81
0.45
V24
0.43
V26
0.38
V39
0.38
V40
0.38
V23
0.37
V32
0.36
V302
0.33
V59
0.31
V60
0.30
V20
0.29
V304
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V22
0.92
V21
0.92
V14
0.88
V25
0.88
V31
0.88
V19
0.84
V85
0.78
V84
0.77
V15
0.77
V33
0.77
V64
0.77
V88
0.77
V63
0.77
V93
0.77
MOST FREQUENT VALUES
1.0
64,774
93.6%
0.0
2,660
3.8%
2.0
1,134
1.6%
3.0
372
0.5%
4.0
120
0.2%
5.0
47
0.1%
6.0
31
0.0%
7.0
16
0.0%
8.0
13
0.0%
9.0
6
0.0%
10.0
3
0.0%
13.0
1
0.0%
15.0
1
0.0%
14.0
1
0.0%
12.0
1
0.0%
SMALLEST VALUES
0.0
2,660
3.8%
1.0
64,774
93.6%
2.0
1,134
1.6%
3.0
372
0.5%
4.0
120
0.2%
5.0
47
0.1%
6.0
31
0.0%
7.0
16
0.0%
8.0
13
0.0%
9.0
6
0.0%
10.0
3
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
3
0.0%
9.0
6
0.0%
8.0
13
0.0%
7.0
16
0.0%
6.0
31
0.0%
5.0
47
0.1%
4.0
120
0.2%
3.0
372
0.5%
2.0
1,134
1.6%
1.0
64,774
93.6%
114
V19
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
62,096
90%
0.0
6,670
10%
2.0
364
1%
3.0
31
0%
7.0
8
0%
4.0
8
0%
5.0
3
0%
6.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V19
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V19:
V25
0.82
V31
0.81
V15
0.79
V33
0.78
V14
0.76
V83
0.72
V82
0.72
V22
0.72
V21
0.72
V47
0.71
V41
0.71
V46
0.71
V50
0.68
V79
0.68

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V19
CORRELATION RATIO WITH...
V20
0.99
V26
0.93
V16
0.91
V32
0.91
V34
0.91
V17
0.85
V18
0.84
addr2
0.82
V62
0.80
V23
0.79
V58
0.79
V24
0.79
V72
0.75
V39
0.73
115
V20
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
15
(0%)
MAX
15.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.9
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.360
VAR
0.130
KURT.
171
SKEW
4.46
SUM
63,447
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V16
0.76
V34
0.71
V26
0.66
V32
0.61
V326
-0.54
V327
-0.51
V62
0.48
V153
0.46
V154
0.46
V148
0.46
V155
0.46
V157
0.44
V156
0.44
V149
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V19
0.99
V31
0.92
V25
0.92
V15
0.91
V33
0.90
V14
0.88
V21
0.88
V22
0.88
V82
0.88
V83
0.88
V41
0.87
V47
0.87
V46
0.87
V50
0.86
MOST FREQUENT VALUES
1.0
61,893
89.5%
0.0
6,668
9.6%
2.0
482
0.7%
3.0
79
0.1%
4.0
28
0.0%
5.0
9
0.0%
6.0
7
0.0%
7.0
3
0.0%
8.0
3
0.0%
14.0
3
0.0%
9.0
2
0.0%
13.0
1
0.0%
11.0
1
0.0%
15.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
6,668
9.6%
1.0
61,893
89.5%
2.0
482
0.7%
3.0
79
0.1%
4.0
28
0.0%
5.0
9
0.0%
6.0
7
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
2
0.0%
10.0
1
0.0%
11.0
1
0.0%
13.0
1
0.0%
14.0
3
0.0%
15.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
3
0.0%
13.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
2
0.0%
8.0
3
0.0%
7.0
3
0.0%
6.0
7
0.0%
5.0
9
0.0%
4.0
28
0.0%
3.0
79
0.1%
2.0
482
0.7%
1.0
61,893
89.5%
0.0
6,668
9.6%
116
V21
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
6
(0%)
TOP CATEGORIES
1.0
65,704
95%
0.0
3,084
4%
2.0
342
0%
3.0
48
0%
5.0
2
0%
4.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V21
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V21:
V22
0.99
V14
0.86
V25
0.83
V31
0.81
V19
0.71
V64
0.61
V85
0.60
V84
0.60
V63
0.60
V33
0.60
V15
0.60
V88
0.58
V92
0.57
V93
0.57

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V21
CORRELATION RATIO WITH...
V26
0.93
V17
0.93
V18
0.92
V32
0.91
V20
0.88
V23
0.82
V34
0.82
V24
0.82
V16
0.81
addr2
0.78
V59
0.76
V72
0.75
V62
0.73
V58
0.73
117
V22
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
65,215
94%
0.0
3,051
4%
2.0
588
1%
3.0
157
0%
7.0
93
0%
4.0
60
0%
5.0
9
0%
6.0
7
0%
8.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V22
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V22:
V21
0.96
V14
0.83
V25
0.80
V31
0.79
V19
0.69
V64
0.60
V85
0.59
V63
0.59
V84
0.58
V33
0.58
V15
0.58
V88
0.56
V93
0.56
V92
0.56

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V22
CORRELATION RATIO WITH...
V26
0.94
V17
0.92
V18
0.92
V32
0.91
V20
0.88
V23
0.82
V34
0.82
V24
0.82
V16
0.82
addr2
0.78
V59
0.76
V72
0.75
V62
0.73
V58
0.73
118
V23
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
14
(0%)
MAX
13.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.478
VAR
0.228
KURT.
122
SKEW
9.32
SUM
74,362
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V24
0.96
V123
0.85
V125
0.73
V124
0.63
V257
0.40
V86
0.38
V17
0.38
V18
0.37
V87
0.35
V258
0.35
V45
0.34
V44
0.33
V199
0.31
V201
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V14
0.85
V25
0.83
V21
0.82
V22
0.82
V31
0.82
V19
0.79
V33
0.73
V15
0.73
V88
0.73
V92
0.72
V93
0.72
ProductCD
0.72
V65
0.72
V83
0.71
MOST FREQUENT VALUES
1.0
65,628
94.9%
2.0
2,137
3.1%
3.0
544
0.8%
0.0
342
0.5%
4.0
235
0.3%
5.0
124
0.2%
6.0
66
0.1%
7.0
37
0.1%
8.0
29
0.0%
9.0
20
0.0%
10.0
12
0.0%
11.0
4
0.0%
12.0
2
0.0%
13.0
1
0.0%
SMALLEST VALUES
0.0
342
0.5%
1.0
65,628
94.9%
2.0
2,137
3.1%
3.0
544
0.8%
4.0
235
0.3%
5.0
124
0.2%
6.0
66
0.1%
7.0
37
0.1%
8.0
29
0.0%
9.0
20
0.0%
10.0
12
0.0%
11.0
4
0.0%
12.0
2
0.0%
13.0
1
0.0%
LARGEST VALUES
13.0
1
0.0%
12.0
2
0.0%
11.0
4
0.0%
10.0
12
0.0%
9.0
20
0.0%
8.0
29
0.0%
7.0
37
0.1%
6.0
66
0.1%
5.0
124
0.2%
4.0
235
0.3%
3.0
544
0.8%
2.0
2,137
3.1%
1.0
65,628
94.9%
0.0
342
0.5%
119
V24
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
14
(0%)
MAX
13.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.509
VAR
0.259
KURT.
114
SKEW
9.08
SUM
74,970
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V23
0.96
V123
0.81
V125
0.69
V124
0.60
V18
0.43
V257
0.38
V17
0.37
V86
0.36
V87
0.34
V258
0.33
V45
0.33
V44
0.31
V199
0.29
V163
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V14
0.84
V25
0.82
V22
0.82
V21
0.82
V31
0.81
V19
0.79
V33
0.73
V15
0.73
V88
0.72
V92
0.71
V93
0.71
ProductCD
0.71
V65
0.71
V83
0.70
MOST FREQUENT VALUES
1.0
65,327
94.4%
2.0
2,337
3.4%
3.0
601
0.9%
0.0
333
0.5%
4.0
244
0.4%
5.0
138
0.2%
6.0
78
0.1%
7.0
43
0.1%
8.0
30
0.0%
9.0
24
0.0%
10.0
15
0.0%
11.0
8
0.0%
12.0
2
0.0%
13.0
1
0.0%
SMALLEST VALUES
0.0
333
0.5%
1.0
65,327
94.4%
2.0
2,337
3.4%
3.0
601
0.9%
4.0
244
0.4%
5.0
138
0.2%
6.0
78
0.1%
7.0
43
0.1%
8.0
30
0.0%
9.0
24
0.0%
10.0
15
0.0%
11.0
8
0.0%
12.0
2
0.0%
13.0
1
0.0%
LARGEST VALUES
13.0
1
0.0%
12.0
2
0.0%
11.0
8
0.0%
10.0
15
0.0%
9.0
24
0.0%
8.0
30
0.0%
7.0
43
0.1%
6.0
78
0.1%
5.0
138
0.2%
4.0
244
0.4%
3.0
601
0.9%
2.0
2,337
3.4%
1.0
65,327
94.4%
0.0
333
0.5%
120
V25
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
6
(0%)
TOP CATEGORIES
1.0
65,939
95%
0.0
2,769
4%
2.0
387
1%
3.0
79
0%
4.0
6
0%
5.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V25
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V25:
V31
0.93
V14
0.86
V22
0.82
V21
0.82
V19
0.81
V33
0.70
V15
0.69
V88
0.65
V93
0.64
V92
0.64
V83
0.61
V82
0.61
V67
0.61
V85
0.60

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V25
CORRELATION RATIO WITH...
V26
0.99
V32
0.95
V20
0.92
V17
0.89
V18
0.88
V34
0.86
V16
0.85
V23
0.83
V24
0.82
V72
0.77
addr2
0.77
V62
0.75
V58
0.75
V59
0.74
121
V26
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
11
(0%)
MAX
10.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.269
VAR
0.072
KURT.
138
SKEW
4.64
SUM
67,457
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V32
0.79
V20
0.66
V34
0.53
V16
0.52
V18
0.38
V72
0.30
V17
0.27
V62
0.25
V24
0.25
V58
0.23
addr2
-0.23
id_26
-0.17
C7
0.16
V325
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V25
0.99
V31
0.97
V14
0.94
V22
0.94
V21
0.93
V19
0.93
V33
0.86
V15
0.86
V88
0.85
V93
0.85
V92
0.85
V83
0.83
V82
0.83
V67
0.83
MOST FREQUENT VALUES
1.0
65,678
94.9%
0.0
2,767
4.0%
2.0
563
0.8%
3.0
120
0.2%
4.0
21
0.0%
5.0
10
0.0%
6.0
8
0.0%
8.0
6
0.0%
7.0
5
0.0%
9.0
2
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
2,767
4.0%
1.0
65,678
94.9%
2.0
563
0.8%
3.0
120
0.2%
4.0
21
0.0%
5.0
10
0.0%
6.0
8
0.0%
7.0
5
0.0%
8.0
6
0.0%
9.0
2
0.0%
10.0
1
0.0%
LARGEST VALUES
10.0
1
0.0%
9.0
2
0.0%
8.0
6
0.0%
7.0
5
0.0%
6.0
8
0.0%
5.0
10
0.0%
4.0
21
0.0%
3.0
120
0.2%
2.0
563
0.8%
1.0
65,678
94.9%
0.0
2,767
4.0%
122
V27
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
4
(0%)
TOP CATEGORIES
0.0
68,792
99%
1.0
383
1%
2.0
5
0%
4.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V27
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V27:
V28
0.99
V89
0.64
V68
0.38
ProductCD
0.34
P_emaildomain
0.31
id_30
0.13
V25
0.11
V14
0.11
id_32
0.10
id_38
0.09
V22
0.09
V21
0.09
id_34
0.09
V50
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V27
CORRELATION RATIO WITH...
C3
0.28
V130
0.16
D10
0.15
V310
0.14
V135
0.10
V131
0.10
V269
0.09
V266
0.09
V206
0.09
V129
0.09
D15
0.09
V137
0.09
V319
0.09
V321
0.09
123
V28
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
4
(0%)
TOP CATEGORIES
0.0
68,789
99%
1.0
361
1%
2.0
30
0%
4.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V28
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V28:
V27
0.95
V89
0.65
V68
0.38
ProductCD
0.33
P_emaildomain
0.31
id_30
0.14
V25
0.11
V14
0.10
id_32
0.10
id_38
0.09
id_34
0.09
V22
0.08
V21
0.08
V50
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V28
CORRELATION RATIO WITH...
C3
0.30
V130
0.25
V264
0.16
V267
0.16
D10
0.15
V131
0.15
V310
0.14
V271
0.14
V265
0.12
V268
0.12
V269
0.11
V266
0.10
V135
0.10
V272
0.10
124
V29
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
69,181
100%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V29
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V29:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V29
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
125
V30
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
69,181
100%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V30
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V30:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V30
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
126
V31
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
65,218
94%
0.0
3,358
5%
2.0
416
1%
3.0
144
0%
4.0
31
0%
7.0
8
0%
5.0
5
0%
6.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V31
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V31:
V25
0.92
V14
0.84
V21
0.80
V22
0.80
V19
0.79
V15
0.70
V33
0.69
V92
0.66
V93
0.66
V88
0.64
V71
0.61
V79
0.60
V83
0.60
V82
0.60

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V31
CORRELATION RATIO WITH...
V32
0.99
V26
0.97
V20
0.92
V17
0.89
V18
0.88
V16
0.87
V34
0.86
V23
0.82
V24
0.81
V72
0.79
addr2
0.78
V62
0.76
V58
0.75
V59
0.74
127
V32
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
15
(0%)
MAX
15.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.326
VAR
0.106
KURT.
263
SKEW
8.17
SUM
67,342
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V26
0.79
V20
0.61
V152
-0.52
V16
0.51
V151
-0.48
V150
-0.45
V34
0.45
V160
-0.45
V145
-0.43
V159
-0.43
V144
-0.38
V72
0.37
V18
0.36
V325
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V31
0.99
V25
0.95
V22
0.91
V21
0.91
V14
0.91
V19
0.91
V15
0.85
V93
0.84
V92
0.84
V33
0.84
V88
0.83
V71
0.81
V67
0.81
V66
0.81
MOST FREQUENT VALUES
1.0
64,866
93.8%
0.0
3,352
4.8%
2.0
665
1.0%
3.0
197
0.3%
5.0
41
0.1%
4.0
37
0.1%
6.0
8
0.0%
7.0
3
0.0%
8.0
3
0.0%
14.0
3
0.0%
9.0
2
0.0%
13.0
1
0.0%
11.0
1
0.0%
15.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
3,352
4.8%
1.0
64,866
93.8%
2.0
665
1.0%
3.0
197
0.3%
4.0
37
0.1%
5.0
41
0.1%
6.0
8
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
2
0.0%
10.0
1
0.0%
11.0
1
0.0%
13.0
1
0.0%
14.0
3
0.0%
15.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
3
0.0%
13.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
2
0.0%
8.0
3
0.0%
7.0
3
0.0%
6.0
8
0.0%
5.0
41
0.1%
4.0
37
0.1%
3.0
197
0.3%
2.0
665
1.0%
1.0
64,866
93.8%
0.0
3,352
4.8%
128
V33
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
6
(0%)
TOP CATEGORIES
1.0
56,468
82%
0.0
12,362
18%
2.0
290
0%
3.0
54
0%
4.0
6
0%
5.0
1
0%
ALL
69,181
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V33
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V33:
V15
0.99
V94
0.89
V79
0.89
V51
0.86
V52
0.86
M4
0.83
V74
0.80
V19
0.79
ProductCD
0.79
V73
0.79
V57
0.79
V83
0.74
V82
0.74
id_35
0.72

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V33
CORRELATION RATIO WITH...
V34
0.99
V16
0.98
addr2
0.90
V20
0.90
V58
0.86
V26
0.86
V32
0.84
V62
0.83
addr1
0.79
V17
0.79
id_14
0.78
V72
0.78
V18
0.77
V59
0.75
129
V34
VALUES:
69,181
(48%)
MISSING:
75,052
(52%)
DISTINCT:
11
(0%)
MAX
10.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.423
VAR
0.179
KURT.
23.4
SKEW
0.452
SUM
57,609
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V16
0.97
V20
0.71
addr2
-0.71
id_22
0.71
id_17
0.60
V58
0.58
V26
0.53
D10
-0.47
V32
0.45
V62
0.44
id_07
-0.37
card3
0.37
V99
-0.35
id_26
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V33
0.99
V15
0.98
V94
0.95
V79
0.95
V52
0.94
V51
0.94
M4
0.92
V74
0.92
V73
0.91
V57
0.91
V19
0.91
ProductCD
0.90
V83
0.87
V82
0.87
MOST FREQUENT VALUES
1.0
56,311
81.4%
0.0
12,360
17.9%
2.0
366
0.5%
3.0
91
0.1%
4.0
21
0.0%
5.0
10
0.0%
6.0
8
0.0%
8.0
6
0.0%
7.0
5
0.0%
9.0
2
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
12,360
17.9%
1.0
56,311
81.4%
2.0
366
0.5%
3.0
91
0.1%
4.0
21
0.0%
5.0
10
0.0%
6.0
8
0.0%
7.0
5
0.0%
8.0
6
0.0%
9.0
2
0.0%
10.0
1
0.0%
LARGEST VALUES
10.0
1
0.0%
9.0
2
0.0%
8.0
6
0.0%
7.0
5
0.0%
6.0
8
0.0%
5.0
10
0.0%
4.0
21
0.0%
3.0
91
0.1%
2.0
366
0.5%
1.0
56,311
81.4%
0.0
12,360
17.9%
130
V35
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
64,745
100%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V35
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V35:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V35
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
131
V36
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
64,745
100%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V36
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V36:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V36
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
132
V37
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
55
(0%)
MAX
54.0
95%
4.0
Q3
1.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
54.0
IQR
0.00
STD
1.61
VAR
2.59
KURT.
216
SKEW
10.7
SUM
95,866
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V38
0.87
V228
0.69
V77
0.69
V44
0.67
V45
0.62
V230
0.60
V176
0.59
V246
0.59
V217
0.58
V231
0.55
V78
0.52
V219
0.51
V170
0.51
V177
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V46
0.67
V51
0.65
V47
0.63
V52
0.61
V42
0.58
V41
0.57
V43
0.56
V50
0.56
V83
0.55
V82
0.55
V79
0.55
V94
0.54
V15
0.54
V33
0.54
MOST FREQUENT VALUES
1.0
50,769
78.4%
2.0
7,372
11.4%
3.0
2,871
4.4%
4.0
1,307
2.0%
5.0
733
1.1%
6.0
390
0.6%
7.0
309
0.5%
0.0
303
0.5%
8.0
176
0.3%
9.0
162
0.3%
10.0
85
0.1%
11.0
58
0.1%
12.0
41
0.1%
13.0
34
0.1%
21.0
28
0.0%
SMALLEST VALUES
0.0
303
0.5%
1.0
50,769
78.4%
2.0
7,372
11.4%
3.0
2,871
4.4%
4.0
1,307
2.0%
5.0
733
1.1%
6.0
390
0.6%
7.0
309
0.5%
8.0
176
0.3%
9.0
162
0.3%
10.0
85
0.1%
11.0
58
0.1%
12.0
41
0.1%
13.0
34
0.1%
14.0
19
0.0%
LARGEST VALUES
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
133
V38
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
55
(0%)
MAX
54.0
95%
4.0
Q3
2.0
AVG
1.7
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
54.0
IQR
1.00
STD
1.97
VAR
3.89
KURT.
134
SKEW
8.84
SUM
108k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V37
0.87
V45
0.67
V77
0.64
V228
0.63
V78
0.62
V44
0.58
V230
0.56
V176
0.54
V246
0.54
V217
0.53
V231
0.52
V171
0.50
V87
0.50
V177
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V47
0.65
V52
0.64
V46
0.62
V43
0.61
V51
0.61
V42
0.54
V41
0.53
V50
0.53
V83
0.52
V79
0.52
V82
0.52
V94
0.52
V74
0.51
V15
0.51
MOST FREQUENT VALUES
1.0
46,622
72.0%
2.0
9,259
14.3%
3.0
3,756
5.8%
4.0
1,823
2.8%
5.0
1,007
1.6%
6.0
575
0.9%
7.0
393
0.6%
0.0
303
0.5%
8.0
240
0.4%
9.0
157
0.2%
10.0
132
0.2%
11.0
97
0.1%
12.0
92
0.1%
13.0
40
0.1%
14.0
39
0.1%
SMALLEST VALUES
0.0
303
0.5%
1.0
46,622
72.0%
2.0
9,259
14.3%
3.0
3,756
5.8%
4.0
1,823
2.8%
5.0
1,007
1.6%
6.0
575
0.9%
7.0
393
0.6%
8.0
240
0.4%
9.0
157
0.2%
10.0
132
0.2%
11.0
97
0.1%
12.0
92
0.1%
13.0
40
0.1%
14.0
39
0.1%
LARGEST VALUES
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
2
0.0%
41.0
2
0.0%
40.0
2
0.0%
134
V39
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
16
(0%)
MAX
15.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.593
VAR
0.351
KURT.
131
SKEW
8.94
SUM
68,850
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V40
0.82
V80
0.65
V59
0.57
V81
0.56
V60
0.48
V302
0.43
V17
0.41
V304
0.39
V18
0.38
V303
0.31
V324
0.25
V322
0.25
V323
0.25
V140
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V42
0.84
V43
0.82
V46
0.82
V47
0.81
V41
0.80
V50
0.79
V82
0.77
V83
0.77
V51
0.76
V52
0.76
V84
0.75
V85
0.74
V79
0.74
V94
0.74
MOST FREQUENT VALUES
1.0
58,983
91.1%
2.0
2,441
3.8%
0.0
2,187
3.4%
3.0
553
0.9%
4.0
249
0.4%
5.0
107
0.2%
6.0
80
0.1%
7.0
45
0.1%
8.0
37
0.1%
9.0
18
0.0%
14.0
15
0.0%
10.0
12
0.0%
11.0
10
0.0%
12.0
4
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
2,187
3.4%
1.0
58,983
91.1%
2.0
2,441
3.8%
3.0
553
0.9%
4.0
249
0.4%
5.0
107
0.2%
6.0
80
0.1%
7.0
45
0.1%
8.0
37
0.1%
9.0
18
0.0%
10.0
12
0.0%
11.0
10
0.0%
12.0
4
0.0%
13.0
3
0.0%
14.0
15
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
15
0.0%
13.0
3
0.0%
12.0
4
0.0%
11.0
10
0.0%
10.0
12
0.0%
9.0
18
0.0%
8.0
37
0.1%
7.0
45
0.1%
6.0
80
0.1%
5.0
107
0.2%
4.0
249
0.4%
3.0
553
0.9%
2.0
2,441
3.8%
1.0
58,983
91.1%
135
V40
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
18
(0%)
MAX
24.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
0.742
VAR
0.551
KURT.
97.3
SKEW
7.53
SUM
73,422
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V39
0.82
V81
0.63
V60
0.56
V80
0.56
V59
0.48
V304
0.45
V302
0.42
V17
0.40
V303
0.38
V18
0.38
V38
0.28
V45
0.26
V323
0.24
V324
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V43
0.81
V47
0.79
V42
0.78
V46
0.77
V41
0.75
V50
0.75
V52
0.74
V83
0.73
V82
0.73
V51
0.72
V85
0.70
V84
0.70
V79
0.70
V94
0.70
MOST FREQUENT VALUES
1.0
56,567
87.4%
2.0
4,147
6.4%
0.0
2,046
3.2%
3.0
1,018
1.6%
4.0
392
0.6%
5.0
207
0.3%
6.0
142
0.2%
7.0
75
0.1%
8.0
50
0.1%
10.0
27
0.0%
9.0
26
0.0%
14.0
16
0.0%
11.0
14
0.0%
12.0
12
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
2,046
3.2%
1.0
56,567
87.4%
2.0
4,147
6.4%
3.0
1,018
1.6%
4.0
392
0.6%
5.0
207
0.3%
6.0
142
0.2%
7.0
75
0.1%
8.0
50
0.1%
9.0
26
0.0%
10.0
27
0.0%
11.0
14
0.0%
12.0
12
0.0%
13.0
3
0.0%
14.0
16
0.0%
LARGEST VALUES
24.0
1
0.0%
23.0
1
0.0%
15.0
1
0.0%
14.0
16
0.0%
13.0
3
0.0%
12.0
12
0.0%
11.0
14
0.0%
10.0
27
0.0%
9.0
26
0.0%
8.0
50
0.1%
7.0
75
0.1%
6.0
142
0.2%
5.0
207
0.3%
4.0
392
0.6%
3.0
1,018
1.6%
136
V41
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
2
(0%)
TOP CATEGORIES
1.0
64,454
99%
0.0
291
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V41
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V41:
V47
1.00
V46
1.00
V50
0.94
V43
0.90
V42
0.89
V83
0.87
V82
0.87
V51
0.78
V52
0.78
V88
0.76
V79
0.75
V94
0.75
V93
0.74
V92
0.74

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V41
CORRELATION RATIO WITH...
V20
0.87
V34
0.86
V16
0.86
addr2
0.85
V62
0.83
V26
0.82
V58
0.81
V39
0.80
V32
0.80
V72
0.78
V80
0.76
V17
0.76
V40
0.75
V59
0.75
137
V42
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
59,853
92%
0.0
2,616
4%
2.0
1,987
3%
3.0
251
0%
4.0
30
0%
7.0
2
0%
8.0
2
0%
5.0
2
0%
6.0
2
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V42
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V42:
V43
0.95
V46
0.82
V47
0.82
V41
0.81
V50
0.76
V83
0.72
V82
0.71
V84
0.69
V85
0.68
V51
0.64
V52
0.64
V88
0.64
V93
0.62
V92
0.62

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V42
CORRELATION RATIO WITH...
V20
0.84
V34
0.84
V39
0.84
V16
0.83
addr2
0.82
V62
0.81
V26
0.80
V58
0.78
V40
0.78
V80
0.77
V32
0.77
V59
0.76
V17
0.76
V72
0.75
138
V43
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
56,030
87%
2.0
5,132
8%
0.0
2,454
4%
3.0
870
1%
4.0
172
0%
5.0
65
0%
6.0
13
0%
7.0
7
0%
8.0
2
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V43
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V43:
V42
0.85
V47
0.75
V46
0.73
V41
0.73
V50
0.68
V85
0.66
V83
0.64
V82
0.64
V84
0.61
V52
0.59
V51
0.58
V88
0.57
V93
0.55
V79
0.55

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V43
CORRELATION RATIO WITH...
V20
0.85
V34
0.84
V16
0.83
addr2
0.82
V39
0.82
V40
0.81
V62
0.81
V26
0.80
V58
0.79
V32
0.77
V80
0.77
V59
0.76
V17
0.76
V72
0.76
139
V44
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
49
(0%)
MAX
48.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.52
VAR
2.31
KURT.
264
SKEW
13.5
SUM
83,980
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V45
0.92
V257
0.77
V200
0.69
V199
0.69
V258
0.69
V246
0.68
V201
0.67
V37
0.67
V231
0.65
V86
0.63
V217
0.62
V233
0.60
V177
0.60
V170
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V46
0.66
V51
0.65
V47
0.63
V52
0.61
V41
0.54
V50
0.53
V42
0.53
V43
0.53
V83
0.52
V82
0.52
V79
0.51
V94
0.50
V88
0.49
V92
0.49
MOST FREQUENT VALUES
1.0
55,816
86.2%
2.0
5,617
8.7%
3.0
1,309
2.0%
4.0
522
0.8%
0.0
344
0.5%
5.0
301
0.5%
6.0
188
0.3%
7.0
135
0.2%
9.0
97
0.1%
8.0
83
0.1%
10.0
52
0.1%
13.0
42
0.1%
11.0
38
0.1%
17.0
32
0.0%
12.0
26
0.0%
SMALLEST VALUES
0.0
344
0.5%
1.0
55,816
86.2%
2.0
5,617
8.7%
3.0
1,309
2.0%
4.0
522
0.8%
5.0
301
0.5%
6.0
188
0.3%
7.0
135
0.2%
8.0
83
0.1%
9.0
97
0.1%
10.0
52
0.1%
11.0
38
0.1%
12.0
26
0.0%
13.0
42
0.1%
14.0
15
0.0%
LARGEST VALUES
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
2
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
2
0.0%
39.0
2
0.0%
38.0
2
0.0%
37.0
2
0.0%
36.0
2
0.0%
35.0
2
0.0%
34.0
2
0.0%
140
V45
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
49
(0%)
MAX
48.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.70
VAR
2.88
KURT.
187
SKEW
11.4
SUM
88,983
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V44
0.92
V257
0.74
V258
0.67
V201
0.67
V246
0.67
V38
0.67
V199
0.67
V200
0.66
V87
0.64
V86
0.63
V231
0.63
V37
0.62
V217
0.60
V233
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V47
0.66
V52
0.64
V46
0.64
V51
0.62
V43
0.53
V41
0.52
V50
0.51
V42
0.51
V83
0.50
V82
0.50
V79
0.49
V94
0.49
V33
0.48
V15
0.48
MOST FREQUENT VALUES
1.0
54,163
83.7%
2.0
6,559
10.1%
3.0
1,513
2.3%
4.0
666
1.0%
5.0
379
0.6%
0.0
326
0.5%
6.0
218
0.3%
7.0
210
0.3%
9.0
138
0.2%
8.0
131
0.2%
10.0
75
0.1%
11.0
56
0.1%
12.0
40
0.1%
13.0
37
0.1%
20.0
31
0.0%
SMALLEST VALUES
0.0
326
0.5%
1.0
54,163
83.7%
2.0
6,559
10.1%
3.0
1,513
2.3%
4.0
666
1.0%
5.0
379
0.6%
6.0
218
0.3%
7.0
210
0.3%
8.0
131
0.2%
9.0
138
0.2%
10.0
75
0.1%
11.0
56
0.1%
12.0
40
0.1%
13.0
37
0.1%
14.0
26
0.0%
LARGEST VALUES
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
2
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
2
0.0%
39.0
2
0.0%
38.0
2
0.0%
37.0
3
0.0%
36.0
3
0.0%
35.0
3
0.0%
34.0
3
0.0%
141
V46
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
61,411
95%
2.0
2,499
4%
3.0
398
1%
0.0
330
1%
4.0
98
0%
5.0
5
0%
6.0
4
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V46
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V46:
V47
0.97
V41
0.87
V50
0.82
V51
0.80
V43
0.79
V42
0.79
V52
0.77
V83
0.76
V82
0.76
V88
0.67
V79
0.66
V94
0.66
V93
0.65
V92
0.65

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V46
CORRELATION RATIO WITH...
V20
0.87
V34
0.86
V16
0.86
addr2
0.85
V62
0.83
V26
0.82
V39
0.82
V58
0.81
V32
0.80
V72
0.78
V40
0.77
V80
0.76
V17
0.76
V59
0.75
142
V47
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
59,533
92%
2.0
3,971
6%
3.0
662
1%
0.0
329
1%
4.0
156
0%
5.0
40
0%
6.0
38
0%
12.0
15
0%
7.0
1
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V47
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V47:
V46
0.91
V41
0.83
V52
0.81
V50
0.78
V43
0.77
V42
0.75
V51
0.73
V83
0.72
V82
0.72
V88
0.63
V79
0.63
V94
0.63
V93
0.61
V92
0.61

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V47
CORRELATION RATIO WITH...
V20
0.87
V34
0.86
V16
0.86
addr2
0.85
V62
0.83
V26
0.82
V39
0.81
V58
0.81
V32
0.80
V40
0.79
V72
0.78
V80
0.76
V17
0.76
V59
0.75
143
V48
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
64,745
100%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V48
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V48:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V48
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
144
V49
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
64,745
100%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V49
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V49:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V49
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
145
V50
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
6
(0%)
TOP CATEGORIES
1.0
63,074
97%
0.0
1,401
2%
2.0
200
0%
3.0
52
0%
4.0
15
0%
5.0
3
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V50
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V50:
V41
0.93
V47
0.92
V46
0.92
V43
0.83
V42
0.83
V83
0.82
V82
0.82
V52
0.76
V51
0.76
V93
0.75
V92
0.75
V79
0.74
V94
0.74
V88
0.72

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V50
CORRELATION RATIO WITH...
V34
0.87
V20
0.86
V16
0.86
addr2
0.85
V62
0.83
V26
0.81
V58
0.81
V32
0.80
V39
0.79
V72
0.78
V80
0.75
V17
0.75
V59
0.75
V40
0.75
146
V51
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
55,686
86%
0.0
6,183
10%
2.0
2,414
4%
3.0
388
1%
4.0
65
0%
5.0
5
0%
6.0
4
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V51
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V51:
V52
0.97
V79
0.85
V94
0.84
V46
0.82
M4
0.80
V47
0.79
V74
0.78
V73
0.78
V33
0.77
V15
0.77
ProductCD
0.76
V57
0.76
V41
0.70
V50
0.70

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V51
CORRELATION RATIO WITH...
V34
0.94
V16
0.93
addr2
0.93
V58
0.88
V20
0.85
V62
0.84
addr1
0.81
V26
0.81
id_14
0.80
V72
0.79
V32
0.79
V39
0.76
V59
0.76
V17
0.75
147
V52
VALUES:
64,745
(45%)
MISSING:
79,488
(55%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
53,863
83%
0.0
6,183
10%
2.0
3,832
6%
3.0
650
1%
4.0
155
0%
5.0
38
0%
12.0
15
0%
6.0
8
0%
7.0
1
0%
ALL
64,745
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V52
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V52:
V51
0.92
V47
0.83
V79
0.80
V94
0.80
M4
0.75
V74
0.75
V46
0.75
V33
0.73
V73
0.73
V15
0.73
ProductCD
0.72
V57
0.72
V41
0.67
V50
0.66

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V52
CORRELATION RATIO WITH...
V34
0.94
V16
0.93
addr2
0.93
V58
0.88
V20
0.85
V62
0.84
addr1
0.81
V26
0.81
id_14
0.80
V72
0.79
V32
0.79
V59
0.76
V39
0.76
V17
0.75
148
V53
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
67,706
100%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V53
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V54
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V53:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V53
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
149
V54
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
67,706
100%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V54
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V69
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V54:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V54
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
150
V55
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
18
(0%)
MAX
17.0
95%
3.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
0.895
VAR
0.802
KURT.
35.5
SKEW
4.98
SUM
87,432
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V282
0.77
V281
0.77
V56
0.66
V290
0.65
V292
0.59
V283
0.56
V77
0.50
V291
0.48
V169
0.45
V37
0.42
V78
0.41
V284
0.41
V38
0.38
V220
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V66
0.74
V63
0.73
V67
0.73
V65
0.73
V71
0.72
V61
0.71
V64
0.71
V73
0.71
V57
0.70
V74
0.69
ProductCD
0.68
M4
0.66
V51
0.65
V79
0.64
MOST FREQUENT VALUES
1.0
56,609
83.6%
2.0
6,754
10.0%
3.0
2,015
3.0%
4.0
1,023
1.5%
5.0
491
0.7%
6.0
279
0.4%
0.0
173
0.3%
7.0
127
0.2%
8.0
116
0.2%
9.0
52
0.1%
10.0
23
0.0%
11.0
21
0.0%
12.0
9
0.0%
13.0
7
0.0%
14.0
4
0.0%
SMALLEST VALUES
0.0
173
0.3%
1.0
56,609
83.6%
2.0
6,754
10.0%
3.0
2,015
3.0%
4.0
1,023
1.5%
5.0
491
0.7%
6.0
279
0.4%
7.0
127
0.2%
8.0
116
0.2%
9.0
52
0.1%
10.0
23
0.0%
11.0
21
0.0%
12.0
9
0.0%
13.0
7
0.0%
14.0
4
0.0%
LARGEST VALUES
17.0
1
0.0%
16.0
1
0.0%
15.0
1
0.0%
14.0
4
0.0%
13.0
7
0.0%
12.0
9
0.0%
11.0
21
0.0%
10.0
23
0.0%
9.0
52
0.1%
8.0
116
0.2%
7.0
127
0.2%
6.0
279
0.4%
5.0
491
0.7%
4.0
1,023
1.5%
3.0
2,015
3.0%
151
V56
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
52
(0%)
MAX
51.0
95%
3.0
Q3
1.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
1.60
VAR
2.55
KURT.
236
SKEW
11.7
SUM
99,589
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V283
0.86
V292
0.85
V291
0.80
V290
0.73
V55
0.66
V78
0.58
V282
0.51
V72
0.50
V62
0.49
V281
0.48
V58
0.47
V60
0.39
V38
0.35
V230
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V79
0.68
V85
0.68
V83
0.67
V93
0.66
V64
0.66
V67
0.60
V74
0.58
V66
0.57
V65
0.56
V71
0.56
V63
0.55
V61
0.55
V73
0.55
V57
0.54
MOST FREQUENT VALUES
1.0
52,464
77.5%
2.0
8,856
13.1%
3.0
2,938
4.3%
4.0
1,334
2.0%
5.0
795
1.2%
6.0
319
0.5%
7.0
225
0.3%
0.0
173
0.3%
8.0
159
0.2%
9.0
152
0.2%
10.0
59
0.1%
12.0
53
0.1%
22.0
38
0.1%
11.0
31
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
173
0.3%
1.0
52,464
77.5%
2.0
8,856
13.1%
3.0
2,938
4.3%
4.0
1,334
2.0%
5.0
795
1.2%
6.0
319
0.5%
7.0
225
0.3%
8.0
159
0.2%
9.0
152
0.2%
10.0
59
0.1%
11.0
31
0.0%
12.0
53
0.1%
13.0
10
0.0%
14.0
13
0.0%
LARGEST VALUES
51.0
2
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
5
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
39.0
1
0.0%
38.0
1
0.0%
37.0
1
0.0%
152
V57
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
56,192
83%
0.0
9,778
14%
2.0
1,525
2%
3.0
181
0%
4.0
24
0%
5.0
4
0%
6.0
2
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V57
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V57:
V73
0.95
V74
0.93
V61
0.88
V79
0.81
V71
0.80
V94
0.80
V52
0.79
V51
0.79
M4
0.78
ProductCD
0.77
V66
0.75
V67
0.74
V15
0.74
V33
0.74

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V57
CORRELATION RATIO WITH...
V58
0.94
addr2
0.92
V34
0.91
V16
0.91
V62
0.91
V72
0.86
V20
0.83
V59
0.80
addr1
0.80
id_14
0.79
V26
0.78
V32
0.76
V60
0.76
V17
0.73
153
V58
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
11
(0%)
MAX
10.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.9
Q1
1.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.500
VAR
0.250
KURT.
38.7
SKEW
2.80
SUM
61,953
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V62
0.89
addr2
-0.85
V72
0.74
V34
0.58
id_22
0.58
V16
0.57
V56
0.47
V20
0.43
V291
0.42
V283
0.42
id_17
0.41
D10
-0.40
V292
0.40
V60
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V57
0.94
V74
0.93
V73
0.92
V79
0.92
V61
0.90
V94
0.88
V51
0.88
V52
0.88
M4
0.87
V15
0.86
V33
0.86
ProductCD
0.86
V71
0.86
V67
0.86
MOST FREQUENT VALUES
1.0
55,240
81.6%
0.0
9,581
14.2%
2.0
2,410
3.6%
3.0
274
0.4%
4.0
99
0.1%
7.0
45
0.1%
5.0
31
0.0%
6.0
10
0.0%
10.0
6
0.0%
8.0
5
0.0%
9.0
5
0.0%
SMALLEST VALUES
0.0
9,581
14.2%
1.0
55,240
81.6%
2.0
2,410
3.6%
3.0
274
0.4%
4.0
99
0.1%
5.0
31
0.0%
6.0
10
0.0%
7.0
45
0.1%
8.0
5
0.0%
9.0
5
0.0%
10.0
6
0.0%
LARGEST VALUES
10.0
6
0.0%
9.0
5
0.0%
8.0
5
0.0%
7.0
45
0.1%
6.0
10
0.0%
5.0
31
0.0%
4.0
99
0.1%
3.0
274
0.4%
2.0
2,410
3.6%
1.0
55,240
81.6%
0.0
9,581
14.2%
154
V59
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
17
(0%)
MAX
16.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.446
VAR
0.199
KURT.
132
SKEW
6.89
SUM
67,989
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V60
0.80
V302
0.64
V39
0.57
V80
0.54
V304
0.52
V40
0.48
V81
0.46
V303
0.39
V17
0.33
V18
0.31
V282
0.31
V281
0.29
V55
0.28
V72
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V63
0.91
V64
0.90
V66
0.88
V67
0.87
V71
0.86
V65
0.86
V61
0.84
V73
0.81
V57
0.80
V74
0.80
ProductCD
0.77
V84
0.77
V79
0.77
V85
0.76
MOST FREQUENT VALUES
1.0
61,017
90.1%
0.0
3,828
5.7%
2.0
2,209
3.3%
3.0
380
0.6%
4.0
144
0.2%
5.0
60
0.1%
6.0
28
0.0%
7.0
13
0.0%
8.0
7
0.0%
9.0
6
0.0%
12.0
5
0.0%
10.0
4
0.0%
15.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
SMALLEST VALUES
0.0
3,828
5.7%
1.0
61,017
90.1%
2.0
2,209
3.3%
3.0
380
0.6%
4.0
144
0.2%
5.0
60
0.1%
6.0
28
0.0%
7.0
13
0.0%
8.0
7
0.0%
9.0
6
0.0%
10.0
4
0.0%
11.0
1
0.0%
12.0
5
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
1
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
5
0.0%
11.0
1
0.0%
10.0
4
0.0%
9.0
6
0.0%
8.0
7
0.0%
7.0
13
0.0%
6.0
28
0.0%
5.0
60
0.1%
4.0
144
0.2%
3.0
380
0.6%
2.0
2,209
3.3%
155
V60
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
17
(0%)
MAX
16.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.568
VAR
0.322
KURT.
72.7
SKEW
5.78
SUM
72,073
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V59
0.80
V304
0.66
V302
0.64
V40
0.56
V81
0.56
V303
0.54
V39
0.48
V80
0.45
V72
0.40
V56
0.39
V62
0.38
V283
0.38
V58
0.36
V292
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V64
0.89
V63
0.86
V67
0.84
V66
0.82
V71
0.81
V65
0.81
V61
0.79
V74
0.78
V73
0.77
V57
0.76
V85
0.74
ProductCD
0.74
V79
0.73
V43
0.73
MOST FREQUENT VALUES
1.0
58,747
86.8%
2.0
3,994
5.9%
0.0
3,576
5.3%
3.0
839
1.2%
4.0
287
0.4%
5.0
132
0.2%
6.0
50
0.1%
7.0
24
0.0%
9.0
21
0.0%
8.0
17
0.0%
10.0
8
0.0%
12.0
5
0.0%
11.0
2
0.0%
15.0
1
0.0%
13.0
1
0.0%
SMALLEST VALUES
0.0
3,576
5.3%
1.0
58,747
86.8%
2.0
3,994
5.9%
3.0
839
1.2%
4.0
287
0.4%
5.0
132
0.2%
6.0
50
0.1%
7.0
24
0.0%
8.0
17
0.0%
9.0
21
0.0%
10.0
8
0.0%
11.0
2
0.0%
12.0
5
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
1
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
5
0.0%
11.0
2
0.0%
10.0
8
0.0%
9.0
21
0.0%
8.0
17
0.0%
7.0
24
0.0%
6.0
50
0.1%
5.0
132
0.2%
4.0
287
0.4%
3.0
839
1.2%
2.0
3,994
5.9%
156
V61
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
59,567
88%
0.0
6,365
9%
2.0
1,563
2%
3.0
181
0%
4.0
24
0%
5.0
4
0%
6.0
2
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V61
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V61:
V57
0.86
V71
0.85
V66
0.82
V73
0.81
V67
0.81
V74
0.79
V65
0.72
V79
0.70
V63
0.69
V64
0.69
V82
0.69
V83
0.69
V94
0.68
V52
0.68

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V61
CORRELATION RATIO WITH...
V62
0.94
V58
0.90
V72
0.89
addr2
0.87
V34
0.87
V16
0.86
V20
0.84
V59
0.84
V26
0.79
V60
0.79
V32
0.77
addr1
0.76
id_14
0.75
V17
0.74
157
V62
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
11
(0%)
MAX
10.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.454
VAR
0.207
KURT.
55.4
SKEW
3.81
SUM
65,443
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V58
0.89
V72
0.81
V326
-0.56
V327
-0.54
V330
-0.50
V56
0.49
V153
0.49
V148
0.49
V155
0.49
V154
0.48
V328
-0.48
V329
-0.48
V156
0.48
V20
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V61
0.94
V57
0.91
V71
0.90
V67
0.89
V74
0.89
V66
0.88
V73
0.88
V79
0.88
V83
0.87
V64
0.85
V94
0.84
V65
0.84
V51
0.84
V52
0.84
MOST FREQUENT VALUES
1.0
58,576
86.5%
0.0
6,168
9.1%
2.0
2,487
3.7%
3.0
274
0.4%
4.0
99
0.1%
7.0
45
0.1%
5.0
31
0.0%
6.0
10
0.0%
10.0
6
0.0%
8.0
5
0.0%
9.0
5
0.0%
SMALLEST VALUES
0.0
6,168
9.1%
1.0
58,576
86.5%
2.0
2,487
3.7%
3.0
274
0.4%
4.0
99
0.1%
5.0
31
0.0%
6.0
10
0.0%
7.0
45
0.1%
8.0
5
0.0%
9.0
5
0.0%
10.0
6
0.0%
LARGEST VALUES
10.0
6
0.0%
9.0
5
0.0%
8.0
5
0.0%
7.0
45
0.1%
6.0
10
0.0%
5.0
31
0.0%
4.0
99
0.1%
3.0
274
0.4%
2.0
2,487
3.7%
1.0
58,576
86.5%
0.0
6,168
9.1%
158
V63
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
61,359
91%
0.0
4,149
6%
2.0
1,924
3%
3.0
212
0%
4.0
32
0%
5.0
17
0%
6.0
7
0%
7.0
6
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V63
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V63:
V64
0.94
V66
0.77
V67
0.77
V65
0.77
V71
0.76
V61
0.68
V73
0.61
V57
0.61
V74
0.60
V84
0.58
V85
0.57
ProductCD
0.57
V42
0.57
V22
0.57

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V63
CORRELATION RATIO WITH...
V59
0.91
V72
0.86
V60
0.86
V62
0.84
addr2
0.82
V58
0.80
V34
0.80
V16
0.79
V26
0.79
V17
0.78
V32
0.77
V18
0.77
V20
0.77
V55
0.73
159
V64
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
57,737
85%
2.0
5,040
7%
0.0
3,865
6%
3.0
734
1%
6.0
144
0%
4.0
115
0%
5.0
61
0%
7.0
10
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V64
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V64:
V63
0.84
V67
0.71
V65
0.69
V66
0.68
V71
0.67
V61
0.60
V74
0.56
V85
0.55
V73
0.54
V57
0.54
V43
0.54
ProductCD
0.52
V84
0.51
V22
0.51

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V64
CORRELATION RATIO WITH...
V59
0.90
V60
0.89
V72
0.88
V62
0.85
addr2
0.83
V58
0.82
V34
0.80
V16
0.80
V26
0.79
V17
0.79
V32
0.78
V18
0.77
V20
0.77
V80
0.72
160
V65
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
2
(0%)
TOP CATEGORIES
1.0
67,533
99%
0.0
173
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V65
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V65:
V67
0.87
V66
0.86
V71
0.85
V64
0.85
V63
0.84
V61
0.78
ProductCD
0.74
V74
0.70
V73
0.70
V57
0.70
M4
0.68
V52
0.64
V79
0.64
V94
0.64

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V65
CORRELATION RATIO WITH...
addr2
0.88
V72
0.87
V59
0.86
V62
0.84
V60
0.81
V34
0.81
V58
0.80
V16
0.80
V26
0.79
V32
0.78
V20
0.77
V17
0.76
id_14
0.76
addr1
0.76
161
V66
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
61,773
91%
0.0
3,411
5%
2.0
2,259
3%
3.0
211
0%
4.0
40
0%
5.0
10
0%
7.0
1
0%
6.0
1
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V66
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V66:
V67
0.96
V71
0.88
V61
0.79
V73
0.79
V65
0.78
V63
0.76
V64
0.76
V74
0.75
V57
0.72
V51
0.62
V52
0.61
V79
0.60
V94
0.60
V46
0.60

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V66
CORRELATION RATIO WITH...
V72
0.91
V62
0.88
V59
0.88
V58
0.85
V34
0.83
addr2
0.83
V16
0.82
V26
0.82
V60
0.82
V32
0.81
V20
0.80
V17
0.77
V18
0.75
V55
0.74
162
V67
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
60,194
89%
2.0
3,709
5%
0.0
3,213
5%
3.0
481
1%
4.0
81
0%
5.0
20
0%
7.0
3
0%
6.0
3
0%
8.0
2
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V67
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V67:
V66
0.91
V71
0.82
V74
0.80
V64
0.74
V65
0.74
V61
0.74
V73
0.72
V63
0.72
V57
0.67
V52
0.60
V51
0.59
V47
0.58
V79
0.58
V94
0.57

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V67
CORRELATION RATIO WITH...
V72
0.91
V62
0.89
V59
0.87
V58
0.86
V60
0.84
V34
0.84
addr2
0.83
V16
0.83
V26
0.83
V32
0.81
V20
0.80
V17
0.77
V18
0.75
V55
0.73
163
V68
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
3
(0%)
TOP CATEGORIES
0.0
67,440
99%
1.0
258
0%
2.0
8
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V68
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V68:
V89
0.67
V28
0.55
V27
0.52
ProductCD
0.32
P_emaildomain
0.30
id_30
0.13
V67
0.12
V66
0.11
V65
0.10
id_32
0.09
V64
0.09
id_38
0.09
V63
0.08
R_emaildomain
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V68
CORRELATION RATIO WITH...
C3
0.27
V130
0.21
V310
0.19
V135
0.12
V309
0.12
V129
0.11
V269
0.11
V267
0.11
V266
0.11
V131
0.11
V311
0.11
V312
0.11
V319
0.11
V334
0.11
164
V69
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
67,706
100%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V69
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V70
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V69:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V69
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
165
V70
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
67,706
100%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V70
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V75
1.00

THESE FEATURES
GIVE INFORMATION
ON V70:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V70
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
166
V71
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
61,951
92%
0.0
3,798
6%
2.0
1,631
2%
3.0
289
0%
4.0
31
0%
5.0
4
0%
6.0
2
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V71
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V71:
V66
0.90
V67
0.88
V61
0.84
V65
0.78
V57
0.78
V63
0.76
V64
0.76
V73
0.73
V74
0.71
V79
0.62
V92
0.62
V93
0.62
V94
0.61
V52
0.61

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V71
CORRELATION RATIO WITH...
V72
0.94
V62
0.90
V59
0.86
V58
0.86
V34
0.83
addr2
0.83
V16
0.83
V26
0.82
V60
0.81
V32
0.81
V20
0.80
V17
0.76
V18
0.75
id_14
0.72
167
V72
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
11
(0%)
MAX
10.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.431
VAR
0.186
KURT.
70.4
SKEW
5.17
SUM
68,454
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V62
0.81
V58
0.74
V56
0.50
V152
-0.45
V291
0.45
V283
0.44
V151
-0.42
V292
0.42
V60
0.40
V160
-0.40
V150
-0.40
V159
-0.38
V145
-0.38
V32
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V71
0.94
V67
0.91
V66
0.91
V61
0.89
V64
0.88
V65
0.87
V63
0.86
V57
0.86
V74
0.84
V93
0.84
V73
0.84
V79
0.83
V83
0.82
V92
0.81
MOST FREQUENT VALUES
1.0
60,936
90.0%
0.0
3,598
5.3%
2.0
2,536
3.7%
3.0
388
0.6%
4.0
123
0.2%
5.0
54
0.1%
7.0
45
0.1%
6.0
10
0.0%
10.0
6
0.0%
8.0
5
0.0%
9.0
5
0.0%
SMALLEST VALUES
0.0
3,598
5.3%
1.0
60,936
90.0%
2.0
2,536
3.7%
3.0
388
0.6%
4.0
123
0.2%
5.0
54
0.1%
6.0
10
0.0%
7.0
45
0.1%
8.0
5
0.0%
9.0
5
0.0%
10.0
6
0.0%
LARGEST VALUES
10.0
6
0.0%
9.0
5
0.0%
8.0
5
0.0%
7.0
45
0.1%
6.0
10
0.0%
5.0
54
0.1%
4.0
123
0.2%
3.0
388
0.6%
2.0
2,536
3.7%
1.0
60,936
90.0%
0.0
3,598
5.3%
168
V73
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
55,463
82%
0.0
9,777
14%
2.0
2,203
3%
3.0
211
0%
4.0
40
0%
5.0
10
0%
7.0
1
0%
6.0
1
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V73
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V73:
V74
0.96
V57
0.92
V66
0.81
V61
0.80
V51
0.79
V52
0.79
V79
0.78
V67
0.78
V94
0.78
M4
0.76
ProductCD
0.75
V71
0.73
V33
0.72
V15
0.72

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V73
CORRELATION RATIO WITH...
V58
0.92
addr2
0.92
V34
0.91
V16
0.91
V62
0.88
V72
0.84
V20
0.83
V59
0.81
addr1
0.80
id_14
0.79
V26
0.78
V60
0.77
V32
0.76
V17
0.73
169
V74
VALUES:
67,706
(47%)
MISSING:
76,527
(53%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
53,927
80%
0.0
9,580
14%
2.0
3,611
5%
3.0
480
1%
4.0
81
0%
5.0
20
0%
7.0
3
0%
8.0
2
0%
6.0
2
0%
ALL
67,706
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V74
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V74:
V73
0.91
V57
0.86
V67
0.82
V52
0.77
V51
0.75
V79
0.74
V61
0.74
V94
0.74
V66
0.73
M4
0.72
ProductCD
0.72
V33
0.69
V15
0.69
V71
0.67

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V74
CORRELATION RATIO WITH...
V58
0.93
addr2
0.92
V34
0.92
V16
0.91
V62
0.89
V72
0.84
V20
0.83
addr1
0.80
V59
0.80
id_14
0.79
V26
0.79
V60
0.78
V32
0.77
V17
0.74
170
V75
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
68,266
100%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V75
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V75:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V75
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
171
V76
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
68,266
100%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V76
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V76:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V76
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
172
V77
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
31
(0%)
MAX
30.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
1.28
VAR
1.64
KURT.
55.1
SKEW
5.84
SUM
96,769
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V78
0.74
V37
0.69
V86
0.65
V38
0.64
V228
0.62
V87
0.58
V176
0.56
V230
0.54
V55
0.50
V170
0.49
V246
0.46
V171
0.46
V169
0.45
V221
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V82
0.65
V92
0.65
V93
0.65
V83
0.65
V84
0.64
V88
0.63
V79
0.63
V85
0.62
V46
0.60
V47
0.60
V94
0.60
V51
0.60
V52
0.60
V41
0.59
MOST FREQUENT VALUES
1.0
54,397
79.7%
2.0
7,314
10.7%
3.0
2,614
3.8%
4.0
1,441
2.1%
5.0
686
1.0%
0.0
537
0.8%
6.0
383
0.6%
7.0
284
0.4%
8.0
166
0.2%
9.0
154
0.2%
10.0
75
0.1%
11.0
71
0.1%
12.0
36
0.1%
13.0
27
0.0%
14.0
19
0.0%
SMALLEST VALUES
0.0
537
0.8%
1.0
54,397
79.7%
2.0
7,314
10.7%
3.0
2,614
3.8%
4.0
1,441
2.1%
5.0
686
1.0%
6.0
383
0.6%
7.0
284
0.4%
8.0
166
0.2%
9.0
154
0.2%
10.0
75
0.1%
11.0
71
0.1%
12.0
36
0.1%
13.0
27
0.0%
14.0
19
0.0%
LARGEST VALUES
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
3
0.0%
20.0
3
0.0%
19.0
4
0.0%
18.0
6
0.0%
17.0
9
0.0%
16.0
14
0.0%
173
V78
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
32
(0%)
MAX
31.0
95%
4.0
Q3
2.0
AVG
1.6
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
31.0
IQR
1.00
STD
1.89
VAR
3.57
KURT.
65.8
SKEW
6.92
SUM
110k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V77
0.74
V38
0.62
V87
0.59
V56
0.58
V228
0.53
V37
0.52
V230
0.51
V283
0.50
V176
0.49
V171
0.48
V86
0.47
V290
0.44
V170
0.42
V55
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
0.71
V83
0.70
V93
0.69
V79
0.69
V82
0.56
V92
0.56
V84
0.53
V88
0.53
V43
0.53
V64
0.51
V94
0.51
V47
0.51
V52
0.51
V46
0.51
MOST FREQUENT VALUES
1.0
50,246
73.6%
2.0
9,341
13.7%
3.0
3,482
5.1%
4.0
1,835
2.7%
5.0
971
1.4%
0.0
537
0.8%
6.0
535
0.8%
7.0
331
0.5%
8.0
198
0.3%
9.0
149
0.2%
22.0
122
0.2%
10.0
110
0.2%
11.0
65
0.1%
12.0
63
0.1%
13.0
40
0.1%
SMALLEST VALUES
0.0
537
0.8%
1.0
50,246
73.6%
2.0
9,341
13.7%
3.0
3,482
5.1%
4.0
1,835
2.7%
5.0
971
1.4%
6.0
535
0.8%
7.0
331
0.5%
8.0
198
0.3%
9.0
149
0.2%
10.0
110
0.2%
11.0
65
0.1%
12.0
63
0.1%
13.0
40
0.1%
14.0
28
0.0%
LARGEST VALUES
31.0
1
0.0%
30.0
7
0.0%
29.0
4
0.0%
28.0
4
0.0%
27.0
3
0.0%
26.0
4
0.0%
25.0
19
0.0%
24.0
20
0.0%
23.0
5
0.0%
22.0
122
0.2%
21.0
8
0.0%
20.0
30
0.0%
19.0
10
0.0%
18.0
15
0.0%
17.0
38
0.1%
174
V79
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
56,250
82%
0.0
9,487
14%
2.0
1,915
3%
3.0
412
1%
7.0
109
0%
4.0
63
0%
5.0
17
0%
6.0
13
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V79
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V79:
V94
0.89
V52
0.85
V51
0.85
V83
0.82
M4
0.81
V15
0.80
V33
0.80
V57
0.78
V74
0.77
V82
0.77
V73
0.77
ProductCD
0.77
V93
0.76
V92
0.70

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V79
CORRELATION RATIO WITH...
V34
0.95
V16
0.94
addr2
0.93
V58
0.92
V62
0.88
V20
0.86
V72
0.83
V26
0.81
addr1
0.81
id_14
0.80
V32
0.79
V59
0.77
V17
0.75
V80
0.74
175
V80
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
20
(0%)
MAX
19.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
19.0
IQR
0.00
STD
0.525
VAR
0.275
KURT.
173
SKEW
9.63
SUM
71,585
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V81
0.82
V39
0.65
V40
0.56
V59
0.54
V17
0.51
V302
0.48
V18
0.47
V60
0.45
V304
0.40
V303
0.30
V86
0.23
V87
0.21
V23
0.21
V24
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V84
0.86
V85
0.85
V88
0.83
V92
0.82
V93
0.82
V82
0.80
V83
0.80
V42
0.77
V43
0.77
V47
0.76
V46
0.76
V41
0.76
V50
0.75
V79
0.74
MOST FREQUENT VALUES
1.0
62,873
92.1%
2.0
2,258
3.3%
0.0
2,153
3.2%
3.0
470
0.7%
4.0
242
0.4%
5.0
112
0.2%
6.0
49
0.1%
7.0
48
0.1%
8.0
20
0.0%
9.0
13
0.0%
10.0
9
0.0%
11.0
4
0.0%
13.0
3
0.0%
14.0
3
0.0%
12.0
3
0.0%
SMALLEST VALUES
0.0
2,153
3.2%
1.0
62,873
92.1%
2.0
2,258
3.3%
3.0
470
0.7%
4.0
242
0.4%
5.0
112
0.2%
6.0
49
0.1%
7.0
48
0.1%
8.0
20
0.0%
9.0
13
0.0%
10.0
9
0.0%
11.0
4
0.0%
12.0
3
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
2
0.0%
14.0
3
0.0%
13.0
3
0.0%
12.0
3
0.0%
11.0
4
0.0%
10.0
9
0.0%
9.0
13
0.0%
8.0
20
0.0%
7.0
48
0.1%
6.0
49
0.1%
5.0
112
0.2%
176
V81
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
20
(0%)
MAX
19.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
19.0
IQR
0.00
STD
0.649
VAR
0.421
KURT.
89.5
SKEW
7.05
SUM
75,910
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V80
0.82
V40
0.63
V60
0.56
V39
0.56
V304
0.53
V302
0.49
V17
0.47
V59
0.46
V18
0.45
V303
0.44
V78
0.30
V87
0.25
V283
0.24
V56
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
0.84
V84
0.81
V93
0.80
V88
0.78
V92
0.78
V83
0.77
V82
0.75
V43
0.74
V42
0.73
V79
0.72
V47
0.72
V46
0.72
V41
0.72
V50
0.71
MOST FREQUENT VALUES
1.0
60,363
88.4%
2.0
3,989
5.8%
0.0
2,075
3.0%
3.0
893
1.3%
4.0
505
0.7%
5.0
188
0.3%
6.0
100
0.1%
7.0
68
0.1%
8.0
29
0.0%
9.0
20
0.0%
10.0
11
0.0%
11.0
7
0.0%
13.0
5
0.0%
12.0
4
0.0%
14.0
3
0.0%
SMALLEST VALUES
0.0
2,075
3.0%
1.0
60,363
88.4%
2.0
3,989
5.8%
3.0
893
1.3%
4.0
505
0.7%
5.0
188
0.3%
6.0
100
0.1%
7.0
68
0.1%
8.0
29
0.0%
9.0
20
0.0%
10.0
11
0.0%
11.0
7
0.0%
12.0
4
0.0%
13.0
5
0.0%
14.0
3
0.0%
LARGEST VALUES
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
2
0.0%
14.0
3
0.0%
13.0
5
0.0%
12.0
4
0.0%
11.0
7
0.0%
10.0
11
0.0%
9.0
20
0.0%
8.0
29
0.0%
7.0
68
0.1%
6.0
100
0.1%
5.0
188
0.3%
177
V82
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
62,813
92%
0.0
3,763
6%
2.0
1,437
2%
3.0
216
0%
4.0
22
0%
6.0
8
0%
5.0
5
0%
7.0
2
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V82
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V82:
V83
0.98
V92
0.83
V93
0.81
V47
0.80
V46
0.80
V41
0.80
V88
0.79
V79
0.78
V50
0.76
V43
0.73
V42
0.72
V94
0.72
V85
0.72
V84
0.71

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V82
CORRELATION RATIO WITH...
V20
0.88
V34
0.87
V16
0.86
addr2
0.85
V62
0.84
V26
0.83
V58
0.82
V32
0.80
V80
0.80
V72
0.79
V39
0.77
V17
0.76
V81
0.75
V59
0.75
178
V83
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
61,834
91%
0.0
3,763
6%
2.0
2,053
3%
3.0
414
1%
7.0
109
0%
4.0
63
0%
5.0
17
0%
6.0
13
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V83
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V83:
V82
0.94
V93
0.83
V79
0.81
V92
0.78
V47
0.77
V46
0.77
V41
0.76
V88
0.76
V50
0.73
V85
0.71
V43
0.70
V42
0.70
V94
0.70
V84
0.68

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V83
CORRELATION RATIO WITH...
V20
0.88
V62
0.87
V34
0.87
V16
0.86
V58
0.85
addr2
0.85
V26
0.83
V72
0.82
V32
0.80
V80
0.80
V39
0.77
V81
0.77
V17
0.76
V59
0.75
179
V84
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
63,356
93%
0.0
2,661
4%
2.0
2,008
3%
3.0
186
0%
4.0
34
0%
7.0
10
0%
5.0
6
0%
6.0
5
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V84
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V84:
V85
0.95
V88
0.81
V92
0.77
V93
0.77
V82
0.70
V83
0.70
V42
0.69
V43
0.67
V47
0.62
V46
0.62
V41
0.62
V50
0.60
V63
0.58
V79
0.58

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V84
CORRELATION RATIO WITH...
V80
0.86
V26
0.82
V20
0.81
V81
0.81
V34
0.81
V32
0.80
V16
0.80
addr2
0.79
V17
0.79
V62
0.78
V18
0.77
V59
0.77
V72
0.77
V58
0.75
180
V85
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
59,120
87%
2.0
5,256
8%
0.0
2,519
4%
3.0
973
1%
4.0
215
0%
6.0
121
0%
5.0
47
0%
7.0
15
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V85
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V85:
V84
0.83
V88
0.72
V93
0.70
V92
0.68
V43
0.64
V83
0.63
V82
0.62
V42
0.59
V47
0.55
V46
0.55
V41
0.55
V64
0.54
V50
0.53
V79
0.53

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
CORRELATION RATIO WITH...
V80
0.85
V81
0.84
V26
0.83
V20
0.81
V34
0.81
V62
0.81
V32
0.81
V16
0.80
V72
0.80
addr2
0.79
V58
0.79
V17
0.79
V18
0.78
V59
0.76
181
V86
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
31
(0%)
MAX
30.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.982
VAR
0.964
KURT.
125
SKEW
8.76
SUM
84,185
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V87
0.88
V257
0.66
V77
0.65
V246
0.64
V44
0.63
V45
0.63
V199
0.59
V258
0.58
V200
0.56
V190
0.55
V201
0.54
V228
0.53
V37
0.50
V242
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V92
0.69
V93
0.69
V82
0.68
V83
0.68
V88
0.68
V84
0.66
V85
0.66
V47
0.65
V46
0.65
V79
0.64
V52
0.63
V51
0.63
V41
0.63
V50
0.62
MOST FREQUENT VALUES
1.0
59,110
86.6%
2.0
5,593
8.2%
3.0
1,421
2.1%
0.0
592
0.9%
4.0
583
0.9%
5.0
305
0.4%
6.0
198
0.3%
7.0
125
0.2%
8.0
85
0.1%
9.0
79
0.1%
10.0
43
0.1%
12.0
32
0.0%
11.0
26
0.0%
13.0
20
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
592
0.9%
1.0
59,110
86.6%
2.0
5,593
8.2%
3.0
1,421
2.1%
4.0
583
0.9%
5.0
305
0.4%
6.0
198
0.3%
7.0
125
0.2%
8.0
85
0.1%
9.0
79
0.1%
10.0
43
0.1%
11.0
26
0.0%
12.0
32
0.0%
13.0
20
0.0%
14.0
13
0.0%
LARGEST VALUES
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
4
0.0%
18.0
4
0.0%
17.0
7
0.0%
16.0
6
0.0%
182
V87
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
31
(0%)
MAX
30.0
95%
3.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
1.15
VAR
1.33
KURT.
105
SKEW
8.42
SUM
87,987
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V86
0.88
V45
0.64
V257
0.60
V78
0.59
V246
0.59
V77
0.58
V44
0.55
V199
0.54
V258
0.54
V201
0.51
V190
0.51
V38
0.50
V200
0.49
V228
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V93
0.67
V83
0.67
V92
0.65
V82
0.65
V85
0.64
V79
0.64
V88
0.63
V84
0.62
V47
0.61
V46
0.61
V52
0.60
V51
0.59
V41
0.59
V43
0.59
MOST FREQUENT VALUES
1.0
57,585
84.4%
2.0
6,606
9.7%
3.0
1,632
2.4%
4.0
696
1.0%
0.0
576
0.8%
5.0
342
0.5%
6.0
177
0.3%
8.0
144
0.2%
7.0
142
0.2%
10.0
78
0.1%
9.0
75
0.1%
11.0
54
0.1%
12.0
34
0.0%
19.0
30
0.0%
13.0
25
0.0%
SMALLEST VALUES
0.0
576
0.8%
1.0
57,585
84.4%
2.0
6,606
9.7%
3.0
1,632
2.4%
4.0
696
1.0%
5.0
342
0.5%
6.0
177
0.3%
7.0
142
0.2%
8.0
144
0.2%
9.0
75
0.1%
10.0
78
0.1%
11.0
54
0.1%
12.0
34
0.0%
13.0
25
0.0%
14.0
14
0.0%
LARGEST VALUES
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
7
0.0%
21.0
2
0.0%
20.0
2
0.0%
19.0
30
0.0%
18.0
5
0.0%
17.0
8
0.0%
16.0
10
0.0%
183
V88
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
2
(0%)
TOP CATEGORIES
1.0
67,906
99%
0.0
360
1%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V88
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V88:
V93
0.95
V92
0.95
V85
0.90
V84
0.90
V82
0.86
V83
0.86
V47
0.76
V46
0.76
V41
0.75
V50
0.73
V79
0.71
V94
0.71
V43
0.70
V42
0.70

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V88
CORRELATION RATIO WITH...
V26
0.85
V20
0.84
V34
0.83
V32
0.83
V80
0.83
V16
0.82
addr2
0.81
V62
0.80
V72
0.79
V17
0.78
V81
0.78
V58
0.77
V18
0.77
V59
0.76
184
V89
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
3
(0%)
TOP CATEGORIES
0.0
67,847
99%
1.0
389
1%
2.0
30
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V89
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V89:
V28
0.62
V27
0.59
V68
0.44
ProductCD
0.34
P_emaildomain
0.32
id_30
0.13
V88
0.11
id_32
0.10
V85
0.10
V84
0.09
R_emaildomain
0.09
id_38
0.09
id_34
0.08
V50
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V89
CORRELATION RATIO WITH...
C3
0.32
V130
0.25
V264
0.16
V267
0.16
V131
0.15
V310
0.15
V271
0.14
V268
0.13
D10
0.12
V265
0.12
D15
0.12
V269
0.12
V266
0.11
V129
0.11
185
V90
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
68,266
100%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V90
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V90:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V90
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
186
V91
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
1
(0%)
TOP CATEGORIES
0.0
68,266
100%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V91
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V91:
id_12
1.00
id_15
1.00
id_16
1.00
id_23
1.00
id_27
1.00
id_28
1.00
id_29
1.00
id_30
1.00
id_32
1.00
id_34
1.00
id_35
1.00
id_36
1.00
id_37
1.00
id_38
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V91
CORRELATION RATIO WITH...
TransactionID
0.00
id_01
0.00
id_02
0.00
id_03
0.00
id_04
0.00
id_05
0.00
id_06
0.00
id_07
0.00
id_08
0.00
id_09
0.00
id_10
0.00
id_11
0.00
id_13
0.00
id_14
0.00
187
V92
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
64,985
95%
2.0
1,509
2%
0.0
1,375
2%
3.0
329
0%
4.0
53
0%
6.0
8
0%
5.0
5
0%
7.0
2
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V92
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V92:
V93
0.98
V88
0.86
V82
0.81
V83
0.80
V85
0.78
V84
0.78
V79
0.70
V50
0.69
V47
0.67
V46
0.67
V41
0.67
V94
0.64
V51
0.63
V52
0.63

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V92
CORRELATION RATIO WITH...
V26
0.85
V32
0.84
V34
0.84
V20
0.83
V16
0.83
V80
0.82
addr2
0.82
V72
0.81
V62
0.80
V58
0.78
V81
0.78
V17
0.78
V18
0.77
V59
0.75
188
V93
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
63,707
93%
2.0
2,415
4%
0.0
1,370
2%
3.0
533
1%
7.0
109
0%
4.0
75
0%
5.0
44
0%
6.0
13
0%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V93
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V93:
V92
0.93
V88
0.82
V83
0.81
V85
0.77
V82
0.76
V84
0.74
V79
0.72
V50
0.66
V47
0.64
V46
0.64
V41
0.64
V94
0.61
V52
0.60
V51
0.60

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V93
CORRELATION RATIO WITH...
V26
0.85
V32
0.84
V72
0.84
V34
0.84
V62
0.83
V20
0.83
V16
0.83
V80
0.82
addr2
0.82
V58
0.82
V81
0.80
V17
0.78
V18
0.77
V59
0.75
189
V94
VALUES:
68,266
(47%)
MISSING:
75,967
(53%)
DISTINCT:
2
(0%)
TOP CATEGORIES
1.0
58,778
86%
0.0
9,488
14%
ALL
68,266
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V94
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V94:
V79
1.00
V52
0.96
V51
0.96
M4
0.91
V33
0.90
V15
0.90
V74
0.87
ProductCD
0.86
V73
0.86
V57
0.86
V83
0.80
V82
0.80
id_35
0.79
V47
0.77

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V94
CORRELATION RATIO WITH...
V34
0.95
V16
0.94
addr2
0.93
V58
0.88
V20
0.86
V62
0.84
V26
0.81
addr1
0.81
id_14
0.80
V72
0.79
V32
0.79
V59
0.76
V17
0.75
V39
0.74
190
V95
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
880
(1%)
MAX
880
95%
2
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
880
IQR
0.00
STD
42.4
VAR
1,797
KURT.
240
SKEW
14.9
SUM
514k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V322
1.00
V101
1.00
V279
1.00
V293
1.00
V132
1.00
V316
1.00
V177
0.99
V167
0.99
V164
0.99
V211
0.99
V143
0.99
V126
0.99
V331
0.99
V306
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.27
P_emaildomain
0.25
V289
0.24
V174
0.23
V288
0.23
V240
0.20
V241
0.20
id_12
0.20
V260
0.17
id_30
0.16
card4
0.12
V64
0.09
V67
0.09
MOST FREQUENT VALUES
0.0
124,630
86.4%
1.0
11,255
7.8%
2.0
3,825
2.7%
3.0
1,592
1.1%
4.0
722
0.5%
5.0
307
0.2%
6.0
160
0.1%
7.0
103
0.1%
8.0
67
0.0%
9.0
48
0.0%
10.0
38
0.0%
11.0
28
0.0%
12.0
21
0.0%
13.0
12
0.0%
16.0
11
0.0%
SMALLEST VALUES
0.0
124,630
86.4%
1.0
11,255
7.8%
2.0
3,825
2.7%
3.0
1,592
1.1%
4.0
722
0.5%
5.0
307
0.2%
6.0
160
0.1%
7.0
103
0.1%
8.0
67
0.0%
9.0
48
0.0%
10.0
38
0.0%
11.0
28
0.0%
12.0
21
0.0%
13.0
12
0.0%
14.0
10
0.0%
LARGEST VALUES
880.0
1
0.0%
879.0
1
0.0%
878.0
1
0.0%
877.0
1
0.0%
876.0
1
0.0%
875.0
1
0.0%
874.0
1
0.0%
873.0
1
0.0%
872.0
1
0.0%
871.0
1
0.0%
870.0
1
0.0%
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
191
V96
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
1,409
(1%)
MAX
1,410
95%
3
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,410
IQR
0.00
STD
80.8
VAR
6,526
KURT.
178
SKEW
13.0
SUM
1.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V323
1.00
V102
1.00
V133
1.00
V332
0.99
V134
0.99
V103
0.99
V127
0.99
V318
0.99
V97
0.99
V324
0.99
V295
0.99
V317
0.99
V280
0.99
V307
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.28
V289
0.26
V174
0.25
V288
0.25
V240
0.24
V241
0.24
id_12
0.22
id_30
0.18
V260
0.18
card4
0.13
V64
0.10
id_34
0.10
MOST FREQUENT VALUES
0.0
120,465
83.6%
1.0
11,920
8.3%
2.0
4,341
3.0%
3.0
2,043
1.4%
4.0
1,084
0.8%
5.0
614
0.4%
6.0
391
0.3%
7.0
280
0.2%
8.0
210
0.1%
9.0
172
0.1%
10.0
116
0.1%
11.0
100
0.1%
12.0
80
0.1%
13.0
78
0.1%
15.0
66
0.0%
SMALLEST VALUES
0.0
120,465
83.6%
1.0
11,920
8.3%
2.0
4,341
3.0%
3.0
2,043
1.4%
4.0
1,084
0.8%
5.0
614
0.4%
6.0
391
0.3%
7.0
280
0.2%
8.0
210
0.1%
9.0
172
0.1%
10.0
116
0.1%
11.0
100
0.1%
12.0
80
0.1%
13.0
78
0.1%
14.0
59
0.0%
LARGEST VALUES
1410.0
2
0.0%
1409.0
1
0.0%
1408.0
2
0.0%
1407.0
3
0.0%
1406.0
2
0.0%
1405.0
1
0.0%
1404.0
1
0.0%
1403.0
1
0.0%
1402.0
1
0.0%
1401.0
1
0.0%
1400.0
2
0.0%
1399.0
2
0.0%
1398.0
1
0.0%
1397.0
1
0.0%
1396.0
1
0.0%
192
V97
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
975
(1%)
MAX
976
95%
2
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
976
IQR
0.00
STD
55.8
VAR
3,110
KURT.
166
SKEW
12.5
SUM
755k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V324
1.00
V103
1.00
V280
1.00
V295
1.00
V134
1.00
V318
1.00
V96
0.99
V323
0.99
V333
0.99
V128
0.99
V102
0.99
V308
0.99
V133
0.99
V332
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.30
P_emaildomain
0.28
V289
0.26
V174
0.26
V288
0.26
V240
0.23
V241
0.23
id_12
0.22
V260
0.19
id_30
0.19
card4
0.13
V64
0.11
id_34
0.10
MOST FREQUENT VALUES
0.0
122,114
84.7%
1.0
11,782
8.2%
2.0
4,323
3.0%
3.0
1,970
1.4%
4.0
1,002
0.7%
5.0
513
0.4%
6.0
312
0.2%
7.0
199
0.1%
8.0
138
0.1%
9.0
101
0.1%
10.0
81
0.1%
11.0
45
0.0%
12.0
43
0.0%
13.0
30
0.0%
16.0
23
0.0%
SMALLEST VALUES
0.0
122,114
84.7%
1.0
11,782
8.2%
2.0
4,323
3.0%
3.0
1,970
1.4%
4.0
1,002
0.7%
5.0
513
0.4%
6.0
312
0.2%
7.0
199
0.1%
8.0
138
0.1%
9.0
101
0.1%
10.0
81
0.1%
11.0
45
0.0%
12.0
43
0.0%
13.0
30
0.0%
14.0
22
0.0%
LARGEST VALUES
976.0
1
0.0%
975.0
1
0.0%
974.0
1
0.0%
973.0
1
0.0%
972.0
1
0.0%
971.0
2
0.0%
970.0
2
0.0%
969.0
2
0.0%
968.0
2
0.0%
967.0
1
0.0%
966.0
1
0.0%
965.0
1
0.0%
964.0
1
0.0%
963.0
1
0.0%
962.0
1
0.0%
193
V98
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
13
(0%)
MAX
12.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.226
VAR
0.051
KURT.
247
SKEW
11.3
SUM
4,645
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V325
0.95
V284
0.61
V100
0.56
V327
0.56
V287
0.50
V326
0.47
V99
0.47
V285
0.44
V175
0.44
V314
0.43
V223
0.38
V330
0.37
V106
0.36
V210
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.32
V286
0.32
V288
0.31
id_12
0.30
V289
0.28
ProductCD
0.23
V173
0.23
V31
0.23
V141
0.23
P_emaildomain
0.21
V142
0.20
id_30
0.19
V92
0.18
V93
0.17
MOST FREQUENT VALUES
0.0
140,510
97.5%
1.0
2,891
2.0%
2.0
650
0.5%
3.0
69
0.0%
4.0
30
0.0%
5.0
9
0.0%
6.0
3
0.0%
7.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
140,510
97.5%
1.0
2,891
2.0%
2.0
650
0.5%
3.0
69
0.0%
4.0
30
0.0%
5.0
9
0.0%
6.0
3
0.0%
7.0
2
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
LARGEST VALUES
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
1
0.0%
7.0
2
0.0%
6.0
3
0.0%
5.0
9
0.0%
4.0
30
0.0%
3.0
69
0.0%
2.0
650
0.5%
1.0
2,891
2.0%
0.0
140,510
97.5%
194
V99
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
44
(0%)
MAX
43.0
95%
1.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
43.0
IQR
0.00
STD
2.94
VAR
8.65
KURT.
69.0
SKEW
8.08
SUM
64,914
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V326
0.99
V100
0.94
V285
0.94
V327
0.93
V287
0.87
V296
0.82
V105
0.82
V329
0.81
V298
0.81
V299
0.80
V106
0.80
V330
0.80
V97
0.77
V324
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.48
P_emaildomain
0.45
id_12
0.37
id_30
0.33
R_emaildomain
0.29
V289
0.28
V174
0.28
V288
0.24
V22
0.21
V240
0.16
V241
0.16
id_34
0.16
V64
0.16
id_16
0.14
MOST FREQUENT VALUES
0.0
135,705
94.1%
1.0
3,695
2.6%
27.0
945
0.7%
2.0
830
0.6%
3.0
453
0.3%
18.0
373
0.3%
4.0
286
0.2%
5.0
238
0.2%
6.0
178
0.1%
7.0
158
0.1%
9.0
129
0.1%
8.0
124
0.1%
19.0
119
0.1%
12.0
113
0.1%
10.0
89
0.1%
SMALLEST VALUES
0.0
135,705
94.1%
1.0
3,695
2.6%
2.0
830
0.6%
3.0
453
0.3%
4.0
286
0.2%
5.0
238
0.2%
6.0
178
0.1%
7.0
158
0.1%
8.0
124
0.1%
9.0
129
0.1%
10.0
89
0.1%
11.0
87
0.1%
12.0
113
0.1%
13.0
60
0.0%
14.0
75
0.1%
LARGEST VALUES
43.0
4
0.0%
42.0
6
0.0%
41.0
6
0.0%
40.0
7
0.0%
39.0
6
0.0%
38.0
4
0.0%
37.0
4
0.0%
36.0
13
0.0%
35.0
7
0.0%
34.0
6
0.0%
33.0
9
0.0%
32.0
4
0.0%
31.0
7
0.0%
30.0
9
0.0%
29.0
19
0.0%
195
V100
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
18
(0%)
MAX
17.0
95%
0.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
1.02
VAR
1.04
KURT.
69.6
SKEW
8.10
SUM
22,974
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V327
0.99
V99
0.94
V326
0.93
V287
0.91
V285
0.89
V105
0.84
V329
0.84
V106
0.84
V330
0.84
V296
0.84
V298
0.84
V299
0.84
V324
0.79
V97
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.45
P_emaildomain
0.42
id_12
0.37
V289
0.32
V174
0.32
id_30
0.30
R_emaildomain
0.29
V288
0.29
V22
0.17
V240
0.17
V241
0.17
id_34
0.16
V260
0.16
id_16
0.15
MOST FREQUENT VALUES
0.0
137,522
95.4%
1.0
3,358
2.3%
2.0
778
0.5%
10.0
685
0.5%
7.0
409
0.3%
3.0
373
0.3%
9.0
326
0.2%
4.0
227
0.2%
5.0
168
0.1%
8.0
152
0.1%
6.0
124
0.1%
11.0
16
0.0%
12.0
16
0.0%
13.0
5
0.0%
14.0
4
0.0%
SMALLEST VALUES
0.0
137,522
95.4%
1.0
3,358
2.3%
2.0
778
0.5%
3.0
373
0.3%
4.0
227
0.2%
5.0
168
0.1%
6.0
124
0.1%
7.0
409
0.3%
8.0
152
0.1%
9.0
326
0.2%
10.0
685
0.5%
11.0
16
0.0%
12.0
16
0.0%
13.0
5
0.0%
14.0
4
0.0%
LARGEST VALUES
17.0
2
0.0%
16.0
3
0.0%
15.0
1
0.0%
14.0
4
0.0%
13.0
5
0.0%
12.0
16
0.0%
11.0
16
0.0%
10.0
685
0.5%
9.0
326
0.2%
8.0
152
0.1%
7.0
409
0.3%
6.0
124
0.1%
5.0
168
0.1%
4.0
227
0.2%
3.0
373
0.3%
196
V101
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
869
(1%)
MAX
869
95%
1
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
869
IQR
0.00
STD
41.5
VAR
1,722
KURT.
245
SKEW
15.1
SUM
481k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V95
1.00
V322
1.00
V293
1.00
V279
1.00
V132
1.00
V316
1.00
V177
0.99
V167
0.99
V164
0.99
V211
0.99
V143
0.99
V126
0.99
V331
0.99
V306
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.26
P_emaildomain
0.24
V289
0.24
V174
0.23
V288
0.23
V240
0.20
V241
0.20
id_12
0.19
V260
0.17
id_30
0.16
card4
0.12
V64
0.09
V67
0.09
MOST FREQUENT VALUES
0.0
133,703
92.7%
1.0
5,421
3.8%
2.0
2,036
1.4%
3.0
897
0.6%
4.0
384
0.3%
5.0
177
0.1%
6.0
80
0.1%
7.0
60
0.0%
8.0
40
0.0%
9.0
28
0.0%
10.0
18
0.0%
11.0
13
0.0%
679.0
10
0.0%
20.0
10
0.0%
14.0
9
0.0%
SMALLEST VALUES
0.0
133,703
92.7%
1.0
5,421
3.8%
2.0
2,036
1.4%
3.0
897
0.6%
4.0
384
0.3%
5.0
177
0.1%
6.0
80
0.1%
7.0
60
0.0%
8.0
40
0.0%
9.0
28
0.0%
10.0
18
0.0%
11.0
13
0.0%
12.0
8
0.0%
13.0
7
0.0%
14.0
9
0.0%
LARGEST VALUES
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
863.0
1
0.0%
862.0
1
0.0%
861.0
1
0.0%
860.0
1
0.0%
859.0
1
0.0%
858.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
1
0.0%
197
V102
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
1,284
(1%)
MAX
1,285
95%
1
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,285
IQR
0.00
STD
72.3
VAR
5,225
KURT.
189
SKEW
13.4
SUM
899k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V133
1.00
V96
1.00
V323
1.00
V332
0.99
V127
0.99
V134
0.99
V317
0.99
V318
0.99
V103
0.99
V295
0.99
V97
0.99
V178
0.99
V324
0.99
V307
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.28
P_emaildomain
0.26
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.21
V260
0.18
id_30
0.18
card4
0.13
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
132,963
92.2%
1.0
5,547
3.8%
2.0
2,159
1.5%
3.0
1,004
0.7%
4.0
504
0.3%
5.0
248
0.2%
6.0
133
0.1%
7.0
82
0.1%
8.0
46
0.0%
28.0
34
0.0%
382.0
33
0.0%
9.0
28
0.0%
1285.0
17
0.0%
10.0
16
0.0%
1252.0
12
0.0%
SMALLEST VALUES
0.0
132,963
92.2%
1.0
5,547
3.8%
2.0
2,159
1.5%
3.0
1,004
0.7%
4.0
504
0.3%
5.0
248
0.2%
6.0
133
0.1%
7.0
82
0.1%
8.0
46
0.0%
9.0
28
0.0%
10.0
16
0.0%
11.0
11
0.0%
12.0
6
0.0%
13.0
6
0.0%
14.0
5
0.0%
LARGEST VALUES
1285.0
17
0.0%
1284.0
1
0.0%
1283.0
1
0.0%
1282.0
1
0.0%
1281.0
2
0.0%
1280.0
1
0.0%
1279.0
1
0.0%
1278.0
1
0.0%
1277.0
1
0.0%
1276.0
1
0.0%
1275.0
1
0.0%
1274.0
1
0.0%
1273.0
1
0.0%
1272.0
1
0.0%
1271.0
1
0.0%
198
V103
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
927
(1%)
MAX
928
95%
1
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
928
IQR
0.00
STD
51.7
VAR
2,678
KURT.
176
SKEW
12.8
SUM
668k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V97
1.00
V324
1.00
V134
1.00
V295
1.00
V280
1.00
V318
1.00
V96
0.99
V323
0.99
V102
0.99
V333
0.99
V128
0.99
V133
0.99
V308
0.99
V179
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.26
V174
0.25
V288
0.25
V240
0.24
V241
0.24
id_12
0.21
V260
0.18
id_30
0.18
card4
0.13
V64
0.11
V67
0.10
MOST FREQUENT VALUES
0.0
133,255
92.4%
1.0
5,460
3.8%
2.0
2,115
1.5%
3.0
971
0.7%
4.0
470
0.3%
5.0
218
0.2%
6.0
102
0.1%
7.0
72
0.0%
8.0
43
0.0%
23.0
34
0.0%
9.0
26
0.0%
903.0
17
0.0%
10.0
16
0.0%
900.0
13
0.0%
354.0
13
0.0%
SMALLEST VALUES
0.0
133,255
92.4%
1.0
5,460
3.8%
2.0
2,115
1.5%
3.0
971
0.7%
4.0
470
0.3%
5.0
218
0.2%
6.0
102
0.1%
7.0
72
0.0%
8.0
43
0.0%
9.0
26
0.0%
10.0
16
0.0%
11.0
11
0.0%
12.0
6
0.0%
13.0
6
0.0%
14.0
5
0.0%
LARGEST VALUES
928.0
1
0.0%
927.0
1
0.0%
926.0
1
0.0%
925.0
1
0.0%
924.0
1
0.0%
923.0
2
0.0%
922.0
2
0.0%
921.0
2
0.0%
920.0
2
0.0%
919.0
1
0.0%
918.0
1
0.0%
917.0
1
0.0%
916.0
1
0.0%
915.0
1
0.0%
914.0
1
0.0%
199
V104
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
16
(0%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
1.19
VAR
1.42
KURT.
88.8
SKEW
9.11
SUM
26,983
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V328
0.99
V297
0.95
V106
0.94
V330
0.94
V299
0.92
V181
0.89
V183
0.88
V329
0.88
V105
0.88
V237
0.86
V298
0.86
V296
0.85
V235
0.83
V324
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.36
ProductCD
0.32
R_emaildomain
0.31
P_emaildomain
0.29
V289
0.26
V288
0.25
V174
0.25
V260
0.21
id_30
0.21
V240
0.17
V241
0.17
id_16
0.16
id_15
0.15
id_29
0.14
MOST FREQUENT VALUES
0.0
134,953
93.6%
1.0
5,800
4.0%
2.0
1,333
0.9%
11.0
997
0.7%
3.0
430
0.3%
15.0
215
0.1%
4.0
156
0.1%
12.0
72
0.0%
5.0
71
0.0%
6.0
39
0.0%
7.0
29
0.0%
8.0
27
0.0%
14.0
18
0.0%
9.0
15
0.0%
10.0
10
0.0%
SMALLEST VALUES
0.0
134,953
93.6%
1.0
5,800
4.0%
2.0
1,333
0.9%
3.0
430
0.3%
4.0
156
0.1%
5.0
71
0.0%
6.0
39
0.0%
7.0
29
0.0%
8.0
27
0.0%
9.0
15
0.0%
10.0
10
0.0%
11.0
997
0.7%
12.0
72
0.0%
13.0
4
0.0%
14.0
18
0.0%
LARGEST VALUES
15.0
215
0.1%
14.0
18
0.0%
13.0
4
0.0%
12.0
72
0.0%
11.0
997
0.7%
10.0
10
0.0%
9.0
15
0.0%
8.0
27
0.0%
7.0
29
0.0%
6.0
39
0.0%
5.0
71
0.0%
4.0
156
0.1%
3.0
430
0.3%
2.0
1,333
0.9%
1.0
5,800
4.0%
200
V105
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
100
(0%)
MAX
99.0
95%
1.0
Q3
0.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
0.00
STD
6.65
VAR
44.2
KURT.
120
SKEW
10.9
SUM
106k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V329
1.00
V298
0.99
V296
0.99
V299
0.97
V106
0.97
V330
0.97
V97
0.96
V324
0.96
V280
0.96
V103
0.95
V96
0.95
V323
0.95
V295
0.95
V333
0.95

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.33
R_emaildomain
0.32
P_emaildomain
0.31
V289
0.28
V174
0.27
V288
0.27
id_12
0.26
V240
0.23
V241
0.23
id_30
0.20
V260
0.19
card4
0.14
id_34
0.12
id_16
0.12
MOST FREQUENT VALUES
0.0
133,950
92.9%
1.0
6,148
4.3%
2.0
1,487
1.0%
77.0
870
0.6%
3.0
539
0.4%
4.0
198
0.1%
38.0
172
0.1%
5.0
100
0.1%
6.0
81
0.1%
34.0
58
0.0%
35.0
55
0.0%
7.0
50
0.0%
42.0
36
0.0%
11.0
35
0.0%
88.0
34
0.0%
SMALLEST VALUES
0.0
133,950
92.9%
1.0
6,148
4.3%
2.0
1,487
1.0%
3.0
539
0.4%
4.0
198
0.1%
5.0
100
0.1%
6.0
81
0.1%
7.0
50
0.0%
8.0
31
0.0%
9.0
9
0.0%
10.0
9
0.0%
11.0
35
0.0%
12.0
28
0.0%
13.0
20
0.0%
14.0
27
0.0%
LARGEST VALUES
99.0
4
0.0%
98.0
1
0.0%
97.0
1
0.0%
96.0
2
0.0%
95.0
1
0.0%
94.0
3
0.0%
93.0
1
0.0%
92.0
1
0.0%
91.0
1
0.0%
90.0
1
0.0%
89.0
1
0.0%
88.0
34
0.0%
87.0
1
0.0%
86.0
1
0.0%
85.0
1
0.0%
201
V106
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
56
(0%)
MAX
55.0
95%
1.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
3.59
VAR
12.9
KURT.
105
SKEW
10.2
SUM
62,655
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V330
1.00
V299
0.99
V105
0.97
V329
0.97
V298
0.96
V296
0.95
V104
0.94
V328
0.92
V297
0.92
V183
0.92
V97
0.91
V324
0.91
V280
0.90
V237
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.34
R_emaildomain
0.33
P_emaildomain
0.31
id_12
0.28
V289
0.28
V174
0.27
V288
0.27
V240
0.21
V241
0.21
id_30
0.21
V260
0.20
card4
0.14
id_16
0.12
id_34
0.12
MOST FREQUENT VALUES
0.0
134,449
93.3%
1.0
5,983
4.1%
2.0
1,461
1.0%
3.0
486
0.3%
35.0
418
0.3%
39.0
224
0.2%
32.0
176
0.1%
4.0
163
0.1%
42.0
151
0.1%
43.0
132
0.1%
5.0
81
0.1%
28.0
60
0.0%
29.0
58
0.0%
11.0
47
0.0%
36.0
41
0.0%
SMALLEST VALUES
0.0
134,449
93.3%
1.0
5,983
4.1%
2.0
1,461
1.0%
3.0
486
0.3%
4.0
163
0.1%
5.0
81
0.1%
6.0
33
0.0%
7.0
24
0.0%
8.0
29
0.0%
9.0
14
0.0%
10.0
20
0.0%
11.0
47
0.0%
12.0
6
0.0%
13.0
4
0.0%
14.0
11
0.0%
LARGEST VALUES
55.0
1
0.0%
54.0
3
0.0%
53.0
2
0.0%
52.0
2
0.0%
51.0
2
0.0%
50.0
3
0.0%
49.0
2
0.0%
48.0
16
0.0%
47.0
9
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
132
0.1%
42.0
151
0.1%
41.0
4
0.0%
202
V107
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
1
(0%)
TOP CATEGORIES
1.0
144,169
100%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V107
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V107:
V108
0.99
V109
0.99
V110
0.99
V111
0.99
V112
0.99
V113
0.99
V114
0.99
V115
0.99
V116
0.99
V117
0.99
V118
0.99
V119
0.99
V120
0.99
V121
0.99

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V107
CORRELATION RATIO WITH...
V123
0.06
V125
0.06
V124
0.05
V302
0.04
V247
0.04
V304
0.03
V252
0.03
V250
0.03
V251
0.03
TransactionDT
0.03
TransactionID
0.03
id_04
0.03
V249
0.02
addr2
0.02
203
V108
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
143,206
99%
2.0
807
1%
3.0
108
0%
4.0
35
0%
5.0
7
0%
7.0
4
0%
6.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V108
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V108:
V110
0.98
V109
0.97
V114
0.76
V116
0.75
V111
0.74
V115
0.73
V113
0.73
V112
0.73
V117
0.20
V119
0.20
V118
0.19
isFraud
0.16
V120
0.14
V122
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V108
CORRELATION RATIO WITH...
V123
0.52
V125
0.45
V124
0.40
V23
0.31
V24
0.30
V257
0.20
V45
0.19
V87
0.19
V201
0.18
V200
0.18
V86
0.18
V44
0.17
V242
0.17
V244
0.17
204
V109
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
143,141
99%
2.0
872
1%
3.0
108
0%
4.0
35
0%
5.0
7
0%
7.0
4
0%
6.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V109
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V109:
V110
0.95
V108
0.92
V115
0.74
V116
0.71
V114
0.70
V112
0.69
V113
0.69
V111
0.69
V119
0.19
V117
0.19
V118
0.19
isFraud
0.15
V122
0.14
V121
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V109
CORRELATION RATIO WITH...
V123
0.51
V125
0.45
V124
0.41
V23
0.30
V24
0.30
V257
0.19
V45
0.19
V87
0.18
V201
0.18
V200
0.18
V86
0.17
V242
0.17
V44
0.17
V244
0.17
205
V110
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
143,182
99%
2.0
831
1%
3.0
108
0%
4.0
35
0%
5.0
7
0%
7.0
4
0%
6.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V110
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V110:
V109
0.98
V108
0.97
V116
0.75
V115
0.74
V114
0.73
V113
0.72
V112
0.72
V111
0.72
V119
0.19
V117
0.19
V118
0.19
isFraud
0.16
V122
0.14
V120
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V110
CORRELATION RATIO WITH...
V123
0.52
V125
0.46
V124
0.40
V23
0.31
V24
0.30
V257
0.20
V45
0.19
V87
0.18
V201
0.18
V200
0.18
V86
0.18
V44
0.17
V242
0.17
V244
0.17
206
V111
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
10
(0%)
TOP CATEGORIES
1.0
143,100
99%
2.0
888
1%
3.0
124
0%
4.0
36
0%
5.0
12
0%
9.0
4
0%
6.0
2
0%
7.0
1
0%
8.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V111
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V111:
V113
0.98
V112
0.98
V114
0.77
V116
0.76
V115
0.74
V108
0.68
V110
0.67
V109
0.66
V117
0.19
V119
0.19
V118
0.19
isFraud
0.16
V120
0.13
V122
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V111
CORRELATION RATIO WITH...
V123
0.53
V125
0.47
V124
0.41
V23
0.32
V24
0.32
V257
0.21
V45
0.21
V87
0.20
V86
0.20
V244
0.19
V200
0.19
V201
0.19
V44
0.19
V242
0.16
207
V112
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
10
(0%)
TOP CATEGORIES
1.0
143,060
99%
2.0
927
1%
3.0
125
0%
4.0
36
0%
5.0
12
0%
9.0
4
0%
6.0
2
0%
7.0
1
0%
8.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V112
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V112:
V113
0.98
V111
0.95
V115
0.75
V116
0.74
V114
0.73
V110
0.65
V108
0.65
V109
0.65
V117
0.19
V119
0.19
V118
0.19
isFraud
0.15
V121
0.14
V122
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V112
CORRELATION RATIO WITH...
V123
0.53
V125
0.47
V124
0.41
V23
0.32
V24
0.32
V257
0.21
V45
0.20
V87
0.20
V86
0.19
V244
0.19
V200
0.19
V201
0.19
V44
0.18
V242
0.16
208
V113
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
10
(0%)
TOP CATEGORIES
1.0
143,076
99%
2.0
911
1%
3.0
125
0%
4.0
36
0%
5.0
12
0%
9.0
4
0%
6.0
2
0%
7.0
1
0%
8.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V113
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V113:
V112
0.99
V111
0.97
V116
0.76
V114
0.75
V115
0.75
V110
0.66
V108
0.66
V109
0.65
V117
0.19
V119
0.19
V118
0.19
isFraud
0.15
V122
0.14
V121
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V113
CORRELATION RATIO WITH...
V123
0.53
V125
0.47
V124
0.41
V23
0.32
V24
0.32
V257
0.21
V45
0.20
V87
0.20
V86
0.19
V244
0.19
V200
0.19
V201
0.19
V44
0.19
V242
0.16
209
V114
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
142,361
99%
2.0
1,546
1%
3.0
184
0%
4.0
53
0%
5.0
15
0%
6.0
9
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V114
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V114:
V116
0.96
V115
0.93
V111
0.51
V113
0.51
V112
0.50
V108
0.47
V110
0.46
V109
0.45
V117
0.18
V119
0.18
V118
0.17
V120
0.13
V122
0.12
V121
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V114
CORRELATION RATIO WITH...
V123
0.58
V125
0.51
V124
0.45
V23
0.34
V24
0.34
V257
0.21
V201
0.21
V200
0.20
V45
0.20
V87
0.20
V86
0.19
V44
0.18
V170
0.17
V246
0.17
210
V115
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
142,097
99%
2.0
1,798
1%
3.0
196
0%
4.0
53
0%
5.0
15
0%
6.0
9
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V115
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V115:
V116
0.90
V114
0.84
V112
0.46
V113
0.46
V111
0.45
V109
0.43
V110
0.42
V108
0.41
V118
0.17
V119
0.17
V117
0.16
V121
0.13
V122
0.12
V120
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V115
CORRELATION RATIO WITH...
V123
0.56
V125
0.50
V124
0.46
V23
0.33
V24
0.33
V201
0.21
V257
0.21
V200
0.20
V87
0.19
V45
0.19
V86
0.18
V44
0.17
V170
0.17
V246
0.17
211
V116
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
7
(0%)
TOP CATEGORIES
1.0
142,254
99%
2.0
1,644
1%
3.0
193
0%
4.0
53
0%
5.0
15
0%
6.0
9
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V116
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V116:
V115
0.95
V114
0.92
V113
0.49
V112
0.49
V111
0.49
V110
0.45
V108
0.44
V109
0.44
V119
0.18
V118
0.17
V117
0.17
V122
0.13
V121
0.12
V120
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V116
CORRELATION RATIO WITH...
V123
0.57
V125
0.51
V124
0.45
V23
0.34
V24
0.33
V257
0.21
V201
0.21
V200
0.20
V45
0.20
V87
0.19
V86
0.18
V44
0.18
V170
0.17
V246
0.17
212
V117
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,841
99%
2.0
326
0%
3.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V117
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V117:
V119
0.98
V118
0.96
V114
0.71
V116
0.70
V115
0.70
V111
0.50
V113
0.50
V112
0.50
V108
0.47
V110
0.47
V109
0.47
V120
0.42
V122
0.41
V121
0.41

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V117
CORRELATION RATIO WITH...
V123
0.26
V125
0.23
V124
0.20
V23
0.16
V24
0.16
V247
0.10
V257
0.08
V86
0.08
V87
0.08
V195
0.07
V249
0.07
V17
0.07
V18
0.07
V45
0.07
213
V118
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,811
99%
2.0
356
0%
3.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V118
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V118:
V119
0.96
V117
0.91
V115
0.70
V116
0.67
V114
0.63
V112
0.47
V113
0.47
V111
0.46
V110
0.44
V109
0.44
V108
0.43
V121
0.40
V122
0.40
V120
0.39

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V118
CORRELATION RATIO WITH...
V123
0.25
V125
0.23
V124
0.21
V24
0.15
V23
0.15
V247
0.10
V195
0.08
V257
0.08
V249
0.07
V87
0.07
V86
0.07
V17
0.07
V18
0.07
V45
0.06
214
V119
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,824
99%
2.0
343
0%
3.0
1
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V119
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V119:
V118
0.98
V117
0.94
V116
0.70
V115
0.70
V114
0.66
V113
0.48
V112
0.48
V111
0.48
V110
0.45
V109
0.45
V108
0.45
V122
0.41
V120
0.40
V121
0.40

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V119
CORRELATION RATIO WITH...
V123
0.26
V125
0.23
V124
0.21
V24
0.16
V23
0.15
V247
0.10
V257
0.08
V195
0.08
V249
0.07
V87
0.07
V86
0.07
V17
0.07
V18
0.07
V45
0.07
215
V120
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,977
99%
2.0
185
0%
3.0
6
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V120
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V120:
V122
0.96
V121
0.94
V114
0.70
V116
0.69
V115
0.68
V117
0.59
V119
0.59
V118
0.59
V108
0.48
V110
0.48
V109
0.48
V111
0.48
V113
0.48
V112
0.47

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V120
CORRELATION RATIO WITH...
V123
0.20
V125
0.17
V124
0.15
V23
0.10
V24
0.10
V252
0.08
V247
0.07
V197
0.06
V257
0.06
V246
0.05
V244
0.05
V242
0.05
V249
0.05
V86
0.05
216
V121
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,928
99%
2.0
234
0%
3.0
6
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V121
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V121:
V122
0.89
V120
0.81
V115
0.68
V116
0.61
V114
0.55
V118
0.52
V119
0.51
V117
0.50
V112
0.46
V113
0.43
V109
0.41
V110
0.41
V108
0.40
V111
0.40

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V121
CORRELATION RATIO WITH...
V123
0.18
V125
0.17
V124
0.16
V24
0.10
V23
0.10
V252
0.08
V247
0.07
V257
0.05
V197
0.05
V86
0.05
V244
0.05
V249
0.05
V242
0.05
V246
0.05
217
V122
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4
(0%)
TOP CATEGORIES
1.0
143,954
99%
2.0
208
0%
3.0
6
0%
0.0
1
0%
ALL
144,169
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V122
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V122:
V121
0.96
V120
0.90
V116
0.69
V115
0.68
V114
0.62
V119
0.56
V118
0.55
V117
0.54
V113
0.47
V112
0.47
V110
0.45
V109
0.45
V108
0.44
V111
0.44

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V122
CORRELATION RATIO WITH...
V123
0.19
V125
0.18
V124
0.16
V24
0.10
V23
0.10
V252
0.08
V247
0.07
V257
0.06
V197
0.05
V244
0.05
V249
0.05
V246
0.05
V86
0.05
V242
0.05
218
V123
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
14
(0%)
MAX
13.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.362
VAR
0.131
KURT.
179
SKEW
10.8
SUM
153k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V125
0.88
V23
0.85
V24
0.81
V124
0.78
V257
0.38
V86
0.34
V45
0.34
V328
0.33
V44
0.32
V87
0.32
V200
0.31
V201
0.29
V217
0.28
V17
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V114
0.58
V116
0.57
V115
0.56
V111
0.53
V113
0.53
V112
0.53
V108
0.52
V110
0.52
V109
0.51
V117
0.26
V119
0.26
V118
0.25
isFraud
0.22
V120
0.20
MOST FREQUENT VALUES
1.0
138,150
95.8%
2.0
4,558
3.2%
3.0
911
0.6%
4.0
277
0.2%
5.0
119
0.1%
6.0
59
0.0%
7.0
33
0.0%
8.0
24
0.0%
9.0
17
0.0%
10.0
12
0.0%
11.0
4
0.0%
13.0
2
0.0%
12.0
2
0.0%
0.0
1
0.0%
SMALLEST VALUES
0.0
1
0.0%
1.0
138,150
95.8%
2.0
4,558
3.2%
3.0
911
0.6%
4.0
277
0.2%
5.0
119
0.1%
6.0
59
0.0%
7.0
33
0.0%
8.0
24
0.0%
9.0
17
0.0%
10.0
12
0.0%
11.0
4
0.0%
12.0
2
0.0%
13.0
2
0.0%
LARGEST VALUES
13.0
2
0.0%
12.0
2
0.0%
11.0
4
0.0%
10.0
12
0.0%
9.0
17
0.0%
8.0
24
0.0%
7.0
33
0.0%
6.0
59
0.0%
5.0
119
0.1%
4.0
277
0.2%
3.0
911
0.6%
2.0
4,558
3.2%
1.0
138,150
95.8%
0.0
1
0.0%
219
V124
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
14
(0%)
MAX
13.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.464
VAR
0.215
KURT.
84.3
SKEW
7.60
SUM
158k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V125
0.94
V123
0.78
V329
0.74
V330
0.74
V324
0.71
V333
0.70
V323
0.69
V328
0.69
V332
0.69
V327
0.66
V326
0.64
V23
0.63
V322
0.62
V331
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V115
0.46
V116
0.45
V114
0.45
V112
0.41
V113
0.41
V111
0.41
V109
0.41
V110
0.40
V108
0.40
id_12
0.30
ProductCD
0.24
P_emaildomain
0.22
V118
0.21
V119
0.21
MOST FREQUENT VALUES
1.0
135,790
94.2%
2.0
5,631
3.9%
4.0
1,331
0.9%
3.0
1,093
0.8%
5.0
133
0.1%
6.0
82
0.1%
7.0
37
0.0%
8.0
26
0.0%
9.0
23
0.0%
10.0
13
0.0%
11.0
5
0.0%
13.0
2
0.0%
12.0
2
0.0%
0.0
1
0.0%
SMALLEST VALUES
0.0
1
0.0%
1.0
135,790
94.2%
2.0
5,631
3.9%
3.0
1,093
0.8%
4.0
1,331
0.9%
5.0
133
0.1%
6.0
82
0.1%
7.0
37
0.0%
8.0
26
0.0%
9.0
23
0.0%
10.0
13
0.0%
11.0
5
0.0%
12.0
2
0.0%
13.0
2
0.0%
LARGEST VALUES
13.0
2
0.0%
12.0
2
0.0%
11.0
5
0.0%
10.0
13
0.0%
9.0
23
0.0%
8.0
26
0.0%
7.0
37
0.0%
6.0
82
0.1%
5.0
133
0.1%
4.0
1,331
0.9%
3.0
1,093
0.8%
2.0
5,631
3.9%
1.0
135,790
94.2%
0.0
1
0.0%
220
V125
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
14
(0%)
MAX
13.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.411
VAR
0.169
KURT.
113
SKEW
8.53
SUM
156k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V124
0.94
V123
0.88
V23
0.73
V330
0.69
V24
0.69
V328
0.67
V329
0.64
V327
0.59
V324
0.56
V333
0.55
V326
0.54
V323
0.53
V338
0.52
V332
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V116
0.51
V114
0.51
V115
0.50
V113
0.47
V112
0.47
V111
0.47
V110
0.46
V108
0.45
V109
0.45
id_12
0.25
V119
0.23
V117
0.23
V118
0.23
isFraud
0.18
MOST FREQUENT VALUES
1.0
136,473
94.7%
2.0
5,436
3.8%
3.0
1,358
0.9%
4.0
623
0.4%
5.0
123
0.1%
6.0
61
0.0%
7.0
33
0.0%
8.0
24
0.0%
9.0
17
0.0%
10.0
12
0.0%
11.0
4
0.0%
13.0
2
0.0%
12.0
2
0.0%
0.0
1
0.0%
SMALLEST VALUES
0.0
1
0.0%
1.0
136,473
94.7%
2.0
5,436
3.8%
3.0
1,358
0.9%
4.0
623
0.4%
5.0
123
0.1%
6.0
61
0.0%
7.0
33
0.0%
8.0
24
0.0%
9.0
17
0.0%
10.0
12
0.0%
11.0
4
0.0%
12.0
2
0.0%
13.0
2
0.0%
LARGEST VALUES
13.0
2
0.0%
12.0
2
0.0%
11.0
4
0.0%
10.0
12
0.0%
9.0
17
0.0%
8.0
24
0.0%
7.0
33
0.0%
6.0
61
0.0%
5.0
123
0.1%
4.0
623
0.4%
3.0
1,358
0.9%
2.0
5,436
3.8%
1.0
136,473
94.7%
0.0
1
0.0%
221
V126
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4,611
(3%)
MAX
160k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
0.00
STD
4,707
VAR
22.2M
KURT.
237
SKEW
14.8
SUM
58.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V331
1.00
V306
0.99
V132
0.99
V316
0.99
V211
0.99
V95
0.99
V322
0.99
V101
0.99
V279
0.99
V177
0.99
V202
0.99
V167
0.99
V293
0.99
V164
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.26
P_emaildomain
0.25
V289
0.24
V174
0.23
V288
0.23
id_12
0.21
V240
0.20
V241
0.20
V260
0.17
id_30
0.16
card4
0.11
id_34
0.09
V64
0.09
MOST FREQUENT VALUES
0.0
124,630
86.4%
100.0
2,010
1.4%
200.0
1,336
0.9%
50.0
1,259
0.9%
150.0
1,116
0.8%
300.0
857
0.6%
25.0
509
0.4%
75.0
453
0.3%
250.0
440
0.3%
400.0
437
0.3%
600.0
307
0.2%
500.0
307
0.2%
30.0
277
0.2%
20.0
275
0.2%
40.0
228
0.2%
SMALLEST VALUES
0.0
124,630
86.4%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
LARGEST VALUES
160000.0
1
0.0%
108800.0
1
0.0%
94901.0
1
0.0%
94795.0
1
0.0%
94689.0
1
0.0%
94583.0
1
0.0%
94477.0
1
0.0%
94371.0
1
0.0%
94265.0
1
0.0%
94159.0
1
0.0%
94053.0
1
0.0%
93947.0
1
0.0%
93841.0
1
0.0%
93735.0
1
0.0%
93629.0
1
0.0%
222
V127
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
5,249
(4%)
MAX
160k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
0.00
STD
8,464
VAR
71.6M
KURT.
179
SKEW
13.0
SUM
111.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V332
1.00
V133
1.00
V96
0.99
V102
0.99
V323
0.99
V307
0.99
V128
0.99
V134
0.99
V308
0.99
V318
0.99
V333
0.99
V317
0.99
V103
0.99
V295
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.22
id_30
0.18
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
120,465
83.6%
100.0
2,312
1.6%
50.0
1,491
1.0%
200.0
1,465
1.0%
150.0
1,272
0.9%
300.0
949
0.7%
25.0
603
0.4%
250.0
553
0.4%
75.0
541
0.4%
400.0
502
0.3%
30.0
356
0.2%
600.0
356
0.2%
500.0
355
0.2%
40.0
293
0.2%
125.0
286
0.2%
SMALLEST VALUES
0.0
120,465
83.6%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
LARGEST VALUES
160000.0
1
0.0%
146252.0
1
0.0%
146211.0
1
0.0%
146127.0
1
0.0%
146105.0
1
0.0%
146097.0
2
0.0%
145999.0
1
0.0%
145893.0
1
0.0%
145806.0
1
0.0%
145787.0
1
0.0%
145696.0
1
0.0%
145597.0
1
0.0%
145586.0
1
0.0%
145476.0
1
0.0%
145366.0
1
0.0%
223
V128
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
4,811
(3%)
MAX
160k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
0.00
STD
6,031
VAR
36.4M
KURT.
168
SKEW
12.5
SUM
82.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V333
1.00
V308
1.00
V134
0.99
V127
0.99
V318
0.99
V97
0.99
V103
0.99
V324
0.99
V332
0.99
V280
0.99
V295
0.99
V96
0.99
V323
0.99
V307
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.28
V289
0.26
V174
0.26
V288
0.25
V240
0.23
V241
0.23
id_12
0.23
id_30
0.18
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
122,114
84.7%
100.0
2,191
1.5%
50.0
1,430
1.0%
200.0
1,419
1.0%
150.0
1,197
0.8%
300.0
916
0.6%
25.0
588
0.4%
75.0
521
0.4%
250.0
493
0.3%
400.0
478
0.3%
30.0
388
0.3%
500.0
336
0.2%
600.0
333
0.2%
40.0
318
0.2%
20.0
294
0.2%
SMALLEST VALUES
0.0
122,114
84.7%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
LARGEST VALUES
160000.0
1
0.0%
108800.0
1
0.0%
103495.0
1
0.0%
103439.0
1
0.0%
103383.0
1
0.0%
103327.0
1
0.0%
103271.0
1
0.0%
103215.0
1
0.0%
103159.0
1
0.0%
103103.0
1
0.0%
103047.0
1
0.0%
102991.0
1
0.0%
102935.0
1
0.0%
102879.0
1
0.0%
102823.0
1
0.0%
224
V129
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
391
(0%)
MAX
55,125
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
191
VAR
36,424
KURT.
53,215
SKEW
205
SUM
766k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V309
0.98
V269
0.96
V266
0.96
V206
0.96
V311
0.96
V334
0.95
V131
0.89
V312
0.88
V336
0.86
V205
0.72
V335
0.67
V268
0.66
V130
0.62
V310
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V68
0.11
V89
0.11
V28
0.10
V27
0.09
V286
0.09
V173
0.08
V174
0.07
id_12
0.06
V288
0.05
ProductCD
0.05
V141
0.05
V142
0.05
P_emaildomain
0.04
V289
0.04
MOST FREQUENT VALUES
0.0
140,510
97.5%
100.0
525
0.4%
50.0
308
0.2%
265.0
193
0.1%
25.0
190
0.1%
106.0
169
0.1%
20.0
158
0.1%
181.0
145
0.1%
150.0
129
0.1%
10.0
113
0.1%
200.0
103
0.1%
15.0
97
0.1%
1000.0
87
0.1%
30.0
85
0.1%
250.0
61
0.0%
SMALLEST VALUES
0.0
140,510
97.5%
3.3145999908447266
1
0.0%
3.9876999855041504
1
0.0%
4.023200035095215
1
0.0%
4.547399997711182
1
0.0%
4.672500133514403
1
0.0%
4.833600044250488
1
0.0%
4.897200107574463
1
0.0%
5.0
38
0.0%
5.0721001625061035
1
0.0%
5.829999923706055
3
0.0%
6.0
5
0.0%
6.089700222015381
1
0.0%
6.179800033569336
1
0.0%
6.995999813079834
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9600.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
3000.0
1
0.0%
2700.0
1
0.0%
2250.0
4
0.0%
225
V130
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
945
(1%)
MAX
55,125
95%
35
Q3
0
AVG
33
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
360
VAR
130k
KURT.
6,758
SKEW
61.5
SUM
4.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V310
0.94
V131
0.81
V335
0.80
V269
0.79
V266
0.79
V312
0.76
V336
0.73
V268
0.62
V129
0.62
V136
0.59
V309
0.59
V206
0.57
V128
0.56
V127
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
P_emaildomain
0.25
V89
0.25
V28
0.25
id_12
0.22
V68
0.21
V174
0.20
V289
0.18
R_emaildomain
0.18
V288
0.18
V27
0.16
id_30
0.15
V240
0.13
V241
0.13
MOST FREQUENT VALUES
0.0
135,705
94.1%
2301.0
924
0.6%
100.0
627
0.4%
50.0
626
0.4%
1259.0
325
0.2%
25.0
322
0.2%
150.0
296
0.2%
200.0
235
0.2%
30.0
204
0.1%
75.0
188
0.1%
20.0
188
0.1%
40.0
169
0.1%
250.0
154
0.1%
300.0
135
0.1%
125.0
117
0.1%
SMALLEST VALUES
0.0
135,705
94.1%
2.537600040435791
1
0.0%
3.3145999908447266
1
0.0%
3.9876999855041504
1
0.0%
4.023200035095215
1
0.0%
4.547399997711182
1
0.0%
4.672500133514403
1
0.0%
4.833600044250488
1
0.0%
4.838900089263916
1
0.0%
5.0
24
0.0%
5.0721001625061035
1
0.0%
5.215199947357178
2
0.0%
5.596799850463867
1
0.0%
5.829999923706055
3
0.0%
6.0
9
0.0%
LARGEST VALUES
55125.0
1
0.0%
41690.0
1
0.0%
30250.0
4
0.0%
25600.0
1
0.0%
17600.0
1
0.0%
15000.0
1
0.0%
13200.0
1
0.0%
12500.0
2
0.0%
12307.5
2
0.0%
11600.0
4
0.0%
11440.0
1
0.0%
11400.0
1
0.0%
11200.0
1
0.0%
11000.0
1
0.0%
10800.0
1
0.0%
226
V131
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
625
(0%)
MAX
55,125
95%
0
Q3
0
AVG
16
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
220
VAR
48,406
KURT.
30,250
SKEW
138
SUM
2.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V312
0.97
V336
0.92
V269
0.91
V266
0.91
V129
0.89
V309
0.87
V335
0.85
V334
0.84
V206
0.84
V311
0.84
V130
0.81
V310
0.77
V268
0.69
V205
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.18
V174
0.17
P_emaildomain
0.17
id_12
0.17
V89
0.15
V289
0.15
V288
0.15
V28
0.15
R_emaildomain
0.13
id_30
0.11
V68
0.11
V27
0.10
V240
0.09
V241
0.09
MOST FREQUENT VALUES
0.0
137,522
95.4%
1052.0
645
0.4%
50.0
514
0.4%
100.0
474
0.3%
619.0
324
0.2%
25.0
307
0.2%
942.0
279
0.2%
20.0
229
0.2%
30.0
210
0.1%
150.0
209
0.1%
200.0
177
0.1%
40.0
170
0.1%
15.0
150
0.1%
75.0
132
0.1%
60.0
111
0.1%
SMALLEST VALUES
0.0
137,522
95.4%
3.3145999908447266
1
0.0%
3.9876999855041504
1
0.0%
4.023200035095215
1
0.0%
4.547399997711182
1
0.0%
4.672500133514403
1
0.0%
4.833600044250488
1
0.0%
4.838900089263916
1
0.0%
5.0
26
0.0%
5.0721001625061035
1
0.0%
5.215199947357178
2
0.0%
5.596799850463867
1
0.0%
5.829999923706055
3
0.0%
6.0
6
0.0%
6.089700222015381
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
2
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9600.0
2
0.0%
9040.0
1
0.0%
9000.0
1
0.0%
8400.0
1
0.0%
8000.0
1
0.0%
7200.0
2
0.0%
6875.0
1
0.0%
6375.0
1
0.0%
5400.0
1
0.0%
3600.0
1
0.0%
227
V132
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
3,794
(3%)
MAX
93,736
95%
53
Q3
0
AVG
369
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,736
IQR
0.00
STD
4,556
VAR
20.8M
KURT.
241
SKEW
15.0
SUM
53.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V316
1.00
V101
1.00
V95
1.00
V322
1.00
V293
1.00
V279
1.00
V211
0.99
V177
0.99
V164
0.99
V167
0.99
V331
0.99
V126
0.99
V306
0.99
V143
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.26
P_emaildomain
0.24
V289
0.23
V174
0.23
V288
0.23
V240
0.21
V241
0.21
id_12
0.19
V260
0.16
id_30
0.16
card4
0.12
V64
0.09
id_34
0.09
MOST FREQUENT VALUES
0.0
133,703
92.7%
100.0
805
0.6%
50.0
550
0.4%
150.0
520
0.4%
200.0
517
0.4%
300.0
392
0.3%
75.0
208
0.1%
25.0
188
0.1%
400.0
148
0.1%
250.0
131
0.1%
30.0
127
0.1%
600.0
127
0.1%
500.0
96
0.1%
450.0
95
0.1%
40.0
92
0.1%
SMALLEST VALUES
0.0
133,703
92.7%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.4486000537872314
1
0.0%
2.537600040435791
1
0.0%
LARGEST VALUES
93736.0
1
0.0%
93630.0
1
0.0%
93524.0
1
0.0%
93418.0
1
0.0%
93312.0
1
0.0%
93206.0
1
0.0%
93100.0
1
0.0%
92994.0
1
0.0%
92888.0
1
0.0%
92782.0
1
0.0%
92676.0
1
0.0%
92570.0
1
0.0%
92464.0
1
0.0%
92358.0
1
0.0%
92252.0
1
0.0%
228
V133
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
3,855
(3%)
MAX
134k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
134k
IQR
0.00
STD
7,609
VAR
57.9M
KURT.
191
SKEW
13.4
SUM
94.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V102
1.00
V96
1.00
V323
1.00
V332
1.00
V127
1.00
V317
0.99
V134
0.99
V318
0.99
V103
0.99
V307
0.99
V178
0.99
V295
0.99
V97
0.99
V324
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
R_emaildomain
0.28
P_emaildomain
0.26
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.21
V260
0.18
id_30
0.17
card4
0.13
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
132,963
92.2%
100.0
838
0.6%
50.0
570
0.4%
150.0
554
0.4%
200.0
547
0.4%
300.0
435
0.3%
75.0
238
0.2%
25.0
200
0.1%
400.0
193
0.1%
250.0
147
0.1%
600.0
143
0.1%
30.0
137
0.1%
500.0
120
0.1%
450.0
107
0.1%
40.0
101
0.1%
SMALLEST VALUES
0.0
132,963
92.2%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.4486000537872314
1
0.0%
2.537600040435791
1
0.0%
LARGEST VALUES
133915.0
17
0.0%
133885.0
1
0.0%
133855.0
1
0.0%
133825.0
1
0.0%
133769.0
1
0.0%
133713.0
1
0.0%
133657.0
1
0.0%
133601.0
1
0.0%
133545.0
2
0.0%
133489.0
1
0.0%
133433.0
1
0.0%
133377.0
1
0.0%
133321.0
1
0.0%
133265.0
1
0.0%
133209.0
1
0.0%
229
V134
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
3,804
(3%)
MAX
98,476
95%
65
Q3
0
AVG
499
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,476
IQR
0.00
STD
5,569
VAR
31.0M
KURT.
177
SKEW
12.9
SUM
71.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V318
1.00
V103
1.00
V97
1.00
V324
1.00
V295
1.00
V280
1.00
V96
0.99
V323
0.99
V102
0.99
V333
0.99
V128
0.99
V133
0.99
V332
0.99
V308
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.26
V174
0.25
V288
0.25
V240
0.24
V241
0.24
id_12
0.21
V260
0.18
id_30
0.18
card4
0.13
V64
0.10
id_34
0.10
MOST FREQUENT VALUES
0.0
133,255
92.4%
100.0
828
0.6%
50.0
561
0.4%
150.0
539
0.4%
200.0
534
0.4%
300.0
430
0.3%
75.0
218
0.2%
25.0
188
0.1%
400.0
173
0.1%
250.0
140
0.1%
600.0
137
0.1%
30.0
131
0.1%
500.0
108
0.1%
450.0
103
0.1%
40.0
92
0.1%
SMALLEST VALUES
0.0
133,255
92.4%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.4668999910354614
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
2
0.0%
0.8909000158309937
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
4
0.0%
1.3085999488830566
3
0.0%
1.3149000406265259
1
0.0%
1.7563999891281128
1
0.0%
1.9143999814987185
1
0.0%
2.4486000537872314
1
0.0%
2.537600040435791
1
0.0%
LARGEST VALUES
98476.0
1
0.0%
98420.0
1
0.0%
98364.0
1
0.0%
98308.0
1
0.0%
98252.0
1
0.0%
98196.0
1
0.0%
98140.0
1
0.0%
98084.0
1
0.0%
98028.0
1
0.0%
97972.0
1
0.0%
97916.0
1
0.0%
97860.0
1
0.0%
97804.0
1
0.0%
97748.0
1
0.0%
97694.0
1
0.0%
230
V135
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
909
(1%)
MAX
90,750
95%
50
Q3
0
AVG
30
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
90,750
IQR
0.00
STD
533
VAR
284k
KURT.
11,994
SKEW
97.2
SUM
4.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V137
0.91
V276
0.79
V278
0.76
V136
0.75
V319
0.74
V321
0.71
V277
0.69
V214
0.66
V337
0.65
V320
0.63
V216
0.62
V339
0.62
V263
0.59
V166
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.13
V68
0.12
ProductCD
0.11
V28
0.10
V27
0.10
V89
0.10
P_emaildomain
0.10
id_30
0.09
R_emaildomain
0.08
V289
0.06
V288
0.06
V174
0.06
V260
0.05
id_15
0.05
MOST FREQUENT VALUES
0.0
134,953
93.6%
100.0
1,144
0.8%
1165.0
869
0.6%
200.0
785
0.5%
150.0
582
0.4%
50.0
573
0.4%
300.0
494
0.3%
250.0
277
0.2%
25.0
245
0.2%
400.0
239
0.2%
75.0
229
0.2%
500.0
215
0.1%
600.0
180
0.1%
1551.0
171
0.1%
125.0
142
0.1%
SMALLEST VALUES
0.0
134,953
93.6%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
2
0.0%
3.383500099182129
1
0.0%
3.497999906539917
1
0.0%
3.731699943542482
3
0.0%
3.9347000122070312
2
0.0%
3.9967000484466553
1
0.0%
4.39900016784668
1
0.0%
4.48799991607666
1
0.0%
4.611000061035156
1
0.0%
4.833600044250488
1
0.0%
LARGEST VALUES
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
12500.0
2
0.0%
231
V136
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
1,032
(1%)
MAX
90,750
95%
75
Q3
0
AVG
84
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
90,750
IQR
0.00
STD
847
VAR
717k
KURT.
1,924
SKEW
29.6
SUM
12.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V137
0.94
V320
0.87
V338
0.85
V128
0.81
V308
0.80
V127
0.79
V333
0.79
V105
0.78
V307
0.78
V329
0.78
V298
0.78
V204
0.77
V278
0.77
V332
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
P_emaildomain
0.26
R_emaildomain
0.25
id_12
0.24
V289
0.22
V174
0.21
V288
0.21
V240
0.19
V241
0.19
id_30
0.17
V260
0.15
card4
0.10
id_34
0.10
id_16
0.10
MOST FREQUENT VALUES
0.0
133,950
92.9%
100.0
1,246
0.9%
7709.0
870
0.6%
200.0
809
0.6%
50.0
661
0.5%
150.0
619
0.4%
300.0
530
0.4%
25.0
294
0.2%
250.0
281
0.2%
400.0
251
0.2%
75.0
239
0.2%
500.0
225
0.2%
600.0
194
0.1%
3667.0
172
0.1%
125.0
149
0.1%
SMALLEST VALUES
0.0
133,950
92.9%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
2
0.0%
3.383500099182129
1
0.0%
3.497999906539917
1
0.0%
3.731699943542482
3
0.0%
3.9347000122070312
2
0.0%
3.9967000484466553
1
0.0%
4.39900016784668
1
0.0%
4.48799991607666
1
0.0%
4.611000061035156
1
0.0%
4.833600044250488
1
0.0%
LARGEST VALUES
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18900.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
232
V137
VALUES:
144,169
(99%)
MISSING:
64
(0%)
DISTINCT:
986
(1%)
MAX
90,750
95%
60
Q3
0
AVG
56
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
90,750
IQR
0.00
STD
642
VAR
412k
KURT.
5,712
SKEW
57.8
SUM
8.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V136
0.94
V135
0.91
V320
0.81
V321
0.80
V278
0.78
V276
0.76
V339
0.76
V338
0.75
V277
0.72
V216
0.69
V263
0.68
V319
0.68
V337
0.62
V265
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.22
id_12
0.21
P_emaildomain
0.20
R_emaildomain
0.19
V289
0.16
V288
0.16
V174
0.16
id_30
0.14
V240
0.13
V241
0.13
V260
0.12
V68
0.10
V28
0.09
V27
0.09
MOST FREQUENT VALUES
0.0
134,449
93.3%
100.0
1,202
0.8%
200.0
799
0.6%
150.0
608
0.4%
50.0
607
0.4%
300.0
514
0.4%
3657.0
415
0.3%
250.0
284
0.2%
25.0
272
0.2%
400.0
247
0.2%
75.0
239
0.2%
500.0
222
0.2%
600.0
190
0.1%
4042.0
189
0.1%
3281.0
172
0.1%
SMALLEST VALUES
0.0
134,449
93.3%
2.1517999172210693
2
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
2
0.0%
3.383500099182129
1
0.0%
3.497999906539917
1
0.0%
3.731699943542482
3
0.0%
3.9347000122070312
2
0.0%
3.9967000484466553
1
0.0%
4.39900016784668
1
0.0%
4.48799991607666
1
0.0%
4.611000061035156
1
0.0%
4.833600044250488
1
0.0%
LARGEST VALUES
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18900.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
233
V138
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
23
(0%)
MAX
22.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
0.429
VAR
0.184
KURT.
704
SKEW
22.5
SUM
2,982
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V161
0.58
V163
0.56
V169
0.53
V162
0.52
V281
0.50
V220
0.46
V139
0.36
V140
0.36
V208
0.31
V270
0.31
V272
0.30
V170
0.30
V271
0.29
V282
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.58
V142
0.47
V173
0.15
V174
0.15
V288
0.15
V289
0.11
R_emaildomain
0.11
id_12
0.11
P_emaildomain
0.10
id_30
0.07
V286
0.07
ProductCD
0.06
V22
0.06
V19
0.06
MOST FREQUENT VALUES
0.0
80,306
98.4%
1.0
807
1.0%
2.0
195
0.2%
3.0
117
0.1%
4.0
75
0.1%
5.0
31
0.0%
6.0
28
0.0%
8.0
23
0.0%
7.0
16
0.0%
15.0
7
0.0%
9.0
6
0.0%
10.0
5
0.0%
12.0
4
0.0%
11.0
4
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
80,306
98.4%
1.0
807
1.0%
2.0
195
0.2%
3.0
117
0.1%
4.0
75
0.1%
5.0
31
0.0%
6.0
28
0.0%
7.0
16
0.0%
8.0
23
0.0%
9.0
6
0.0%
10.0
5
0.0%
11.0
4
0.0%
12.0
4
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
7
0.0%
14.0
3
0.0%
13.0
3
0.0%
12.0
4
0.0%
11.0
4
0.0%
10.0
5
0.0%
9.0
6
0.0%
8.0
23
0.0%
234
V139
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
34
(0%)
MAX
33.0
95%
3.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
33.0
IQR
1.00
STD
1.33
VAR
1.78
KURT.
70.2
SKEW
5.91
SUM
87,674
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V140
0.95
V157
0.71
V158
0.68
V146
0.67
V282
0.63
V147
0.62
V170
0.62
V283
0.60
V155
0.60
V148
0.60
V156
0.57
V149
0.57
V153
0.57
V154
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.50
M4
0.46
V65
0.46
V79
0.44
V94
0.44
V51
0.44
V52
0.44
V74
0.44
V73
0.44
V57
0.44
id_30
0.44
V67
0.43
V66
0.43
V64
0.43
MOST FREQUENT VALUES
1.0
47,231
57.9%
0.0
21,780
26.7%
2.0
6,499
8.0%
3.0
2,786
3.4%
4.0
1,450
1.8%
5.0
864
1.1%
6.0
391
0.5%
7.0
196
0.2%
8.0
113
0.1%
9.0
81
0.1%
10.0
50
0.1%
11.0
32
0.0%
12.0
24
0.0%
13.0
24
0.0%
14.0
17
0.0%
SMALLEST VALUES
0.0
21,780
26.7%
1.0
47,231
57.9%
2.0
6,499
8.0%
3.0
2,786
3.4%
4.0
1,450
1.8%
5.0
864
1.1%
6.0
391
0.5%
7.0
196
0.2%
8.0
113
0.1%
9.0
81
0.1%
10.0
50
0.1%
11.0
32
0.0%
12.0
24
0.0%
13.0
24
0.0%
14.0
17
0.0%
LARGEST VALUES
33.0
1
0.0%
32.0
1
0.0%
31.0
1
0.0%
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
2
0.0%
25.0
2
0.0%
24.0
6
0.0%
23.0
3
0.0%
22.0
3
0.0%
21.0
11
0.0%
20.0
6
0.0%
19.0
8
0.0%
235
V140
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
34
(0%)
MAX
33.0
95%
3.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
33.0
IQR
1.00
STD
1.47
VAR
2.15
KURT.
57.7
SKEW
5.57
SUM
91,829
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V139
0.95
V158
0.72
V147
0.68
V157
0.67
V146
0.64
V282
0.61
V283
0.61
V149
0.60
V156
0.60
V170
0.60
V148
0.57
V155
0.57
V154
0.56
V153
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.47
M4
0.44
V65
0.44
V79
0.43
V94
0.43
V51
0.43
V52
0.43
V74
0.42
V73
0.42
V57
0.42
id_30
0.42
V67
0.42
V66
0.42
V15
0.42
MOST FREQUENT VALUES
1.0
46,404
56.8%
0.0
21,757
26.7%
2.0
6,628
8.1%
3.0
2,913
3.6%
4.0
1,574
1.9%
5.0
895
1.1%
6.0
559
0.7%
7.0
266
0.3%
8.0
167
0.2%
9.0
114
0.1%
10.0
75
0.1%
11.0
61
0.1%
13.0
38
0.0%
12.0
36
0.0%
15.0
25
0.0%
SMALLEST VALUES
0.0
21,757
26.7%
1.0
46,404
56.8%
2.0
6,628
8.1%
3.0
2,913
3.6%
4.0
1,574
1.9%
5.0
895
1.1%
6.0
559
0.7%
7.0
266
0.3%
8.0
167
0.2%
9.0
114
0.1%
10.0
75
0.1%
11.0
61
0.1%
12.0
36
0.0%
13.0
38
0.0%
14.0
24
0.0%
LARGEST VALUES
33.0
1
0.0%
32.0
1
0.0%
31.0
1
0.0%
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
2
0.0%
26.0
4
0.0%
25.0
4
0.0%
24.0
4
0.0%
23.0
4
0.0%
22.0
4
0.0%
21.0
7
0.0%
20.0
7
0.0%
19.0
10
0.0%
236
V141
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
6
(0%)
TOP CATEGORIES
0.0
78,918
97%
1.0
2,414
3%
2.0
264
0%
3.0
37
0%
5.0
2
0%
4.0
2
0%
ALL
81,637
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V141
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V141:
V142
0.95
id_12
0.16
V174
0.15
ProductCD
0.15
V288
0.15
V289
0.14
id_30
0.11
M4
0.10
P_emaildomain
0.10
V79
0.10
V94
0.10
V51
0.10
V52
0.10
V74
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
CORRELATION RATIO WITH...
V161
0.63
V163
0.62
V162
0.62
V138
0.58
V208
0.34
V270
0.33
V272
0.32
V140
0.32
V271
0.31
V325
0.26
V139
0.25
V315
0.24
V210
0.24
V313
0.23
237
V142
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
10
(0%)
TOP CATEGORIES
0.0
78,859
97%
1.0
2,153
3%
2.0
321
0%
3.0
153
0%
4.0
92
0%
5.0
43
0%
6.0
11
0%
9.0
3
0%
7.0
1
0%
8.0
1
0%
ALL
81,637
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V142
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V142:
V141
0.86
V289
0.16
ProductCD
0.15
id_12
0.15
V174
0.14
V288
0.13
id_30
0.11
P_emaildomain
0.10
M4
0.10
V79
0.09
V94
0.09
V51
0.09
V52
0.09
V74
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V142
CORRELATION RATIO WITH...
V162
0.57
V163
0.52
V161
0.47
V138
0.47
V140
0.31
V271
0.25
V272
0.25
V325
0.24
V315
0.24
V208
0.23
V313
0.22
V139
0.22
V270
0.21
V158
0.21
238
V143
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
869
(1%)
MAX
869
95%
28
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
869
IQR
0.00
STD
55.3
VAR
3,059
KURT.
132
SKEW
11.0
SUM
687k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V164
1.00
V101
0.99
V293
0.99
V95
0.99
V322
0.99
V279
0.99
V132
0.99
V316
0.99
V177
0.98
V167
0.98
V211
0.98
V306
0.98
V126
0.98
V331
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.27
ProductCD
0.26
P_emaildomain
0.23
V289
0.22
V174
0.22
V288
0.22
V240
0.19
V241
0.19
id_12
0.19
id_30
0.17
V260
0.15
card4
0.11
id_34
0.11
id_35
0.10
MOST FREQUENT VALUES
0.0
63,620
77.9%
1.0
3,753
4.6%
2.0
1,877
2.3%
3.0
1,027
1.3%
4.0
706
0.9%
28.0
583
0.7%
13.0
511
0.6%
30.0
416
0.5%
24.0
407
0.5%
5.0
378
0.5%
26.0
368
0.5%
25.0
363
0.4%
23.0
352
0.4%
31.0
350
0.4%
27.0
341
0.4%
SMALLEST VALUES
0.0
63,620
77.9%
1.0
3,753
4.6%
2.0
1,877
2.3%
3.0
1,027
1.3%
4.0
706
0.9%
5.0
378
0.5%
6.0
264
0.3%
7.0
212
0.3%
8.0
108
0.1%
9.0
112
0.1%
10.0
111
0.1%
11.0
336
0.4%
12.0
261
0.3%
13.0
511
0.6%
14.0
331
0.4%
LARGEST VALUES
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
863.0
1
0.0%
862.0
1
0.0%
861.0
1
0.0%
860.0
1
0.0%
859.0
1
0.0%
858.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
1
0.0%
239
V144
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
63
(0%)
MAX
62.0
95%
34.0
Q3
0.0
AVG
3.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
62.0
IQR
0.00
STD
10.5
VAR
110
KURT.
8.80
SKEW
3.11
SUM
303k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V150
0.96
V145
0.95
V159
0.94
V151
0.92
V160
0.89
V152
0.84
V166
0.72
V165
0.52
V153
-0.46
V154
-0.45
V148
-0.42
V155
-0.41
V149
-0.39
V156
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.73
ProductCD
0.43
id_30
0.29
id_38
0.24
V93
0.24
V92
0.24
V50
0.23
id_35
0.22
id_32
0.22
id_34
0.22
M4
0.22
V79
0.22
V94
0.22
V88
0.21
MOST FREQUENT VALUES
0.0
62,193
76.2%
1.0
5,401
6.6%
2.0
2,064
2.5%
11.0
1,087
1.3%
3.0
1,050
1.3%
4.0
598
0.7%
15.0
433
0.5%
5.0
364
0.4%
40.0
362
0.4%
39.0
353
0.4%
22.0
327
0.4%
41.0
317
0.4%
23.0
296
0.4%
44.0
275
0.3%
31.0
268
0.3%
SMALLEST VALUES
0.0
62,193
76.2%
1.0
5,401
6.6%
2.0
2,064
2.5%
3.0
1,050
1.3%
4.0
598
0.7%
5.0
364
0.4%
6.0
245
0.3%
7.0
106
0.1%
8.0
104
0.1%
9.0
70
0.1%
10.0
31
0.0%
11.0
1,087
1.3%
12.0
151
0.2%
13.0
128
0.2%
14.0
266
0.3%
LARGEST VALUES
62.0
8
0.0%
61.0
23
0.0%
60.0
11
0.0%
59.0
5
0.0%
58.0
4
0.0%
57.0
10
0.0%
56.0
59
0.1%
55.0
43
0.1%
54.0
59
0.1%
53.0
109
0.1%
52.0
109
0.1%
51.0
85
0.1%
50.0
85
0.1%
49.0
89
0.1%
48.0
115
0.1%
240
V145
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
260
(0%)
MAX
297
95%
203
Q3
1
AVG
22
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
297
IQR
1.00
STD
64.4
VAR
4,145
KURT.
7.91
SKEW
3.01
SUM
1.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V150
0.98
V160
0.96
V144
0.95
V151
0.94
V159
0.92
V152
0.88
V166
0.68
V165
0.49
V153
-0.48
V154
-0.47
V148
-0.44
V32
-0.43
V155
-0.43
V149
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.76
ProductCD
0.44
id_30
0.29
id_38
0.25
V93
0.23
V92
0.23
V50
0.22
id_32
0.22
id_35
0.22
V31
0.22
id_34
0.22
M4
0.22
V88
0.21
V71
0.21
MOST FREQUENT VALUES
0.0
60,999
74.7%
1.0
4,943
6.1%
2.0
1,841
2.3%
3.0
828
1.0%
35.0
428
0.5%
4.0
365
0.4%
142.0
243
0.3%
143.0
241
0.3%
39.0
231
0.3%
5.0
211
0.3%
15.0
208
0.3%
16.0
201
0.2%
32.0
188
0.2%
140.0
187
0.2%
14.0
184
0.2%
SMALLEST VALUES
0.0
60,999
74.7%
1.0
4,943
6.1%
2.0
1,841
2.3%
3.0
828
1.0%
4.0
365
0.4%
5.0
211
0.3%
6.0
104
0.1%
7.0
79
0.1%
8.0
90
0.1%
9.0
54
0.1%
10.0
149
0.2%
11.0
162
0.2%
12.0
158
0.2%
13.0
161
0.2%
14.0
184
0.2%
LARGEST VALUES
297.0
7
0.0%
296.0
67
0.1%
295.0
47
0.1%
294.0
46
0.1%
293.0
39
0.0%
292.0
101
0.1%
291.0
85
0.1%
290.0
27
0.0%
289.0
47
0.1%
288.0
79
0.1%
287.0
134
0.2%
286.0
77
0.1%
285.0
84
0.1%
284.0
65
0.1%
283.0
112
0.1%
241
V146
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
25
(0%)
MAX
24.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
0.682
VAR
0.465
KURT.
191
SKEW
9.97
SUM
12,760
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V147
0.93
V184
0.75
V139
0.67
V238
0.66
V185
0.65
V140
0.64
V239
0.62
V300
0.60
V301
0.60
V157
0.51
V158
0.51
V170
0.49
V155
0.46
V156
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.38
id_12
0.27
id_30
0.17
ProductCD
0.17
V65
0.15
M4
0.15
V79
0.14
V94
0.14
V51
0.14
V52
0.14
V67
0.14
V66
0.14
V74
0.14
V64
0.14
MOST FREQUENT VALUES
0.0
74,431
91.2%
1.0
4,378
5.4%
2.0
1,600
2.0%
3.0
664
0.8%
4.0
262
0.3%
5.0
142
0.2%
6.0
56
0.1%
11.0
25
0.0%
7.0
25
0.0%
8.0
23
0.0%
9.0
7
0.0%
24.0
3
0.0%
10.0
3
0.0%
17.0
2
0.0%
14.0
2
0.0%
SMALLEST VALUES
0.0
74,431
91.2%
1.0
4,378
5.4%
2.0
1,600
2.0%
3.0
664
0.8%
4.0
262
0.3%
5.0
142
0.2%
6.0
56
0.1%
7.0
25
0.0%
8.0
23
0.0%
9.0
7
0.0%
10.0
3
0.0%
11.0
25
0.0%
12.0
2
0.0%
13.0
2
0.0%
14.0
2
0.0%
LARGEST VALUES
24.0
3
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
2
0.0%
15.0
2
0.0%
14.0
2
0.0%
13.0
2
0.0%
12.0
2
0.0%
11.0
25
0.0%
10.0
3
0.0%
242
V147
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
27
(0%)
MAX
26.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
0.748
VAR
0.560
KURT.
172
SKEW
9.91
SUM
13,751
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V146
0.93
V184
0.71
V140
0.68
V185
0.66
V239
0.64
V139
0.62
V238
0.62
V300
0.59
V301
0.59
V158
0.55
V156
0.50
V149
0.49
V157
0.49
V170
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.37
id_12
0.26
id_30
0.17
ProductCD
0.17
V65
0.15
M4
0.14
V141
0.14
V67
0.14
V79
0.14
V94
0.14
V66
0.14
V51
0.14
V52
0.14
V64
0.14
MOST FREQUENT VALUES
0.0
74,247
90.9%
1.0
4,383
5.4%
2.0
1,650
2.0%
3.0
692
0.8%
4.0
285
0.3%
5.0
149
0.2%
6.0
66
0.1%
11.0
38
0.0%
7.0
38
0.0%
8.0
34
0.0%
9.0
12
0.0%
10.0
8
0.0%
15.0
6
0.0%
13.0
5
0.0%
12.0
5
0.0%
SMALLEST VALUES
0.0
74,247
90.9%
1.0
4,383
5.4%
2.0
1,650
2.0%
3.0
692
0.8%
4.0
285
0.3%
5.0
149
0.2%
6.0
66
0.1%
7.0
38
0.0%
8.0
34
0.0%
9.0
12
0.0%
10.0
8
0.0%
11.0
38
0.0%
12.0
5
0.0%
13.0
5
0.0%
14.0
4
0.0%
LARGEST VALUES
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
4
0.0%
15.0
6
0.0%
14.0
4
0.0%
13.0
5
0.0%
12.0
5
0.0%
243
V148
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
21
(0%)
MAX
20.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
1.00
STD
0.581
VAR
0.337
KURT.
154
SKEW
5.98
SUM
62,432
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V155
0.98
V153
0.95
V149
0.95
V154
0.94
V156
0.93
V157
0.92
V158
0.88
D6
-0.70
V139
0.60
V140
0.57
V152
-0.51
V62
0.49
V151
-0.46
V20
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.69
M4
0.64
V65
0.64
V79
0.62
V94
0.62
V51
0.62
V52
0.62
V74
0.61
id_35
0.61
V73
0.61
V57
0.61
id_30
0.61
V67
0.61
V66
0.61
MOST FREQUENT VALUES
1.0
58,415
71.6%
0.0
21,780
26.7%
2.0
959
1.2%
3.0
266
0.3%
4.0
108
0.1%
5.0
45
0.1%
6.0
16
0.0%
7.0
11
0.0%
8.0
10
0.0%
20.0
4
0.0%
13.0
3
0.0%
16.0
3
0.0%
9.0
3
0.0%
14.0
3
0.0%
15.0
2
0.0%
SMALLEST VALUES
0.0
21,780
26.7%
1.0
58,415
71.6%
2.0
959
1.2%
3.0
266
0.3%
4.0
108
0.1%
5.0
45
0.1%
6.0
16
0.0%
7.0
11
0.0%
8.0
10
0.0%
9.0
3
0.0%
10.0
2
0.0%
11.0
2
0.0%
12.0
1
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
20.0
4
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
3
0.0%
15.0
2
0.0%
14.0
3
0.0%
13.0
3
0.0%
12.0
1
0.0%
11.0
2
0.0%
10.0
2
0.0%
9.0
3
0.0%
8.0
10
0.0%
7.0
11
0.0%
6.0
16
0.0%
244
V149
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
21
(0%)
MAX
20.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
1.00
STD
0.627
VAR
0.394
KURT.
141
SKEW
6.53
SUM
63,273
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V156
0.98
V148
0.95
V155
0.93
V158
0.92
V154
0.92
V153
0.90
V157
0.87
D6
-0.70
V140
0.60
V139
0.57
V147
0.49
V62
0.48
V152
-0.47
V188
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.66
V65
0.62
M4
0.62
V79
0.60
V94
0.60
V51
0.60
V52
0.60
V74
0.59
V73
0.59
V57
0.59
id_35
0.59
V67
0.59
id_30
0.59
V66
0.59
MOST FREQUENT VALUES
1.0
58,138
71.2%
0.0
21,757
26.7%
2.0
1,110
1.4%
3.0
296
0.4%
4.0
156
0.2%
5.0
60
0.1%
6.0
38
0.0%
7.0
21
0.0%
8.0
16
0.0%
9.0
7
0.0%
15.0
6
0.0%
11.0
6
0.0%
10.0
5
0.0%
13.0
4
0.0%
20.0
4
0.0%
SMALLEST VALUES
0.0
21,757
26.7%
1.0
58,138
71.2%
2.0
1,110
1.4%
3.0
296
0.4%
4.0
156
0.2%
5.0
60
0.1%
6.0
38
0.0%
7.0
21
0.0%
8.0
16
0.0%
9.0
7
0.0%
10.0
5
0.0%
11.0
6
0.0%
12.0
2
0.0%
13.0
4
0.0%
14.0
4
0.0%
LARGEST VALUES
20.0
4
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
3
0.0%
15.0
6
0.0%
14.0
4
0.0%
13.0
4
0.0%
12.0
2
0.0%
11.0
6
0.0%
10.0
5
0.0%
9.0
7
0.0%
8.0
16
0.0%
7.0
21
0.0%
6.0
38
0.0%
245
V150
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
1,996
(1%)
MAX
3,389
95%
2,820
Q3
1
AVG
278
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
3,388
IQR
0.00
STD
830
VAR
689k
KURT.
6.48
SKEW
2.85
SUM
22.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V145
0.98
V151
0.97
V159
0.97
V144
0.96
V160
0.94
V152
0.89
V166
0.67
V153
-0.47
V154
-0.46
V32
-0.45
V148
-0.44
V165
0.43
V155
-0.42
V149
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.77
ProductCD
0.45
id_30
0.29
id_38
0.25
V93
0.23
V92
0.23
V31
0.23
V71
0.22
V50
0.22
V65
0.22
id_32
0.22
id_35
0.21
id_34
0.21
M4
0.21
MOST FREQUENT VALUES
1.0
67,296
82.4%
2.0
2,655
3.3%
3.0
460
0.6%
4.0
207
0.3%
5.0
98
0.1%
97.0
94
0.1%
98.0
83
0.1%
100.0
77
0.1%
95.0
74
0.1%
96.0
73
0.1%
84.0
73
0.1%
99.0
70
0.1%
101.0
57
0.1%
94.0
56
0.1%
83.0
54
0.1%
SMALLEST VALUES
1.0
67,296
82.4%
2.0
2,655
3.3%
3.0
460
0.6%
4.0
207
0.3%
5.0
98
0.1%
6.0
45
0.1%
7.0
30
0.0%
8.0
18
0.0%
9.0
10
0.0%
10.0
6
0.0%
11.0
6
0.0%
12.0
2
0.0%
13.0
4
0.0%
14.0
4
0.0%
15.0
4
0.0%
LARGEST VALUES
3389.0
3
0.0%
3388.0
6
0.0%
3387.0
7
0.0%
3386.0
4
0.0%
3385.0
3
0.0%
3384.0
2
0.0%
3383.0
2
0.0%
3382.0
2
0.0%
3381.0
4
0.0%
3380.0
4
0.0%
3379.0
5
0.0%
3378.0
14
0.0%
3377.0
8
0.0%
3376.0
11
0.0%
3375.0
11
0.0%
246
V151
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
56
(0%)
MAX
57.0
95%
52.0
Q3
1.0
AVG
6.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
56.0
IQR
0.00
STD
15.2
VAR
232
KURT.
4.92
SKEW
2.60
SUM
528k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V150
0.97
V159
0.96
V145
0.94
V152
0.94
V144
0.92
V160
0.91
V166
0.65
V153
-0.50
V154
-0.49
V32
-0.48
V148
-0.46
V155
-0.45
V149
-0.43
V72
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.82
ProductCD
0.50
id_30
0.32
id_38
0.28
V93
0.28
V92
0.28
V31
0.27
V71
0.27
V50
0.27
V65
0.26
id_32
0.26
id_35
0.26
M4
0.26
id_34
0.26
MOST FREQUENT VALUES
1.0
69,829
85.5%
52.0
1,766
2.2%
53.0
1,479
1.8%
51.0
1,084
1.3%
54.0
1,063
1.3%
2.0
744
0.9%
50.0
620
0.8%
55.0
490
0.6%
49.0
401
0.5%
56.0
307
0.4%
10.0
268
0.3%
11.0
255
0.3%
13.0
255
0.3%
12.0
219
0.3%
9.0
196
0.2%
SMALLEST VALUES
1.0
69,829
85.5%
2.0
744
0.9%
3.0
174
0.2%
4.0
70
0.1%
5.0
59
0.1%
6.0
75
0.1%
7.0
106
0.1%
8.0
158
0.2%
9.0
196
0.2%
10.0
268
0.3%
11.0
255
0.3%
12.0
219
0.3%
13.0
255
0.3%
14.0
190
0.2%
15.0
143
0.2%
LARGEST VALUES
57.0
123
0.2%
56.0
307
0.4%
55.0
490
0.6%
54.0
1,063
1.3%
53.0
1,479
1.8%
52.0
1,766
2.2%
51.0
1,084
1.3%
50.0
620
0.8%
49.0
401
0.5%
48.0
172
0.2%
47.0
114
0.1%
46.0
98
0.1%
45.0
61
0.1%
44.0
32
0.0%
43.0
58
0.1%
247
V152
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
39
(0%)
MAX
69.0
95%
68.0
Q3
1.0
AVG
9.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
68.0
IQR
0.00
STD
21.6
VAR
465
KURT.
2.90
SKEW
2.20
SUM
771k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V151
0.94
V160
0.89
V150
0.89
V145
0.88
V159
0.86
V144
0.84
V166
0.61
V153
-0.54
V154
-0.53
V32
-0.52
V148
-0.51
V155
-0.49
V149
-0.47
V157
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.89
ProductCD
0.53
id_30
0.31
id_38
0.30
V93
0.29
V92
0.29
V31
0.28
V71
0.28
V50
0.28
V65
0.27
id_32
0.27
id_35
0.27
M4
0.27
id_34
0.27
MOST FREQUENT VALUES
1.0
67,797
83.0%
68.0
3,988
4.9%
2.0
2,567
3.1%
65.0
1,549
1.9%
64.0
1,246
1.5%
67.0
1,238
1.5%
66.0
427
0.5%
53.0
396
0.5%
69.0
379
0.5%
57.0
275
0.3%
3.0
270
0.3%
56.0
245
0.3%
55.0
232
0.3%
52.0
230
0.3%
54.0
184
0.2%
SMALLEST VALUES
1.0
67,797
83.0%
2.0
2,567
3.1%
3.0
270
0.3%
4.0
99
0.1%
5.0
58
0.1%
6.0
31
0.0%
7.0
13
0.0%
8.0
6
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
15.0
2
0.0%
LARGEST VALUES
69.0
379
0.5%
68.0
3,988
4.9%
67.0
1,238
1.5%
66.0
427
0.5%
65.0
1,549
1.9%
64.0
1,246
1.5%
63.0
2
0.0%
62.0
1
0.0%
61.0
29
0.0%
60.0
60
0.1%
59.0
25
0.0%
58.0
79
0.1%
57.0
275
0.3%
56.0
245
0.3%
55.0
232
0.3%
248
V153
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
1.00
STD
0.533
VAR
0.284
KURT.
136
SKEW
4.71
SUM
61,473
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V154
0.99
V155
0.96
V148
0.95
V156
0.91
V149
0.90
V157
0.89
V158
0.85
D6
-0.71
V139
0.57
V152
-0.54
V140
0.54
V151
-0.50
V62
0.49
V145
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.71
M4
0.66
V65
0.66
V79
0.65
V94
0.65
V51
0.64
V52
0.64
id_35
0.64
V74
0.64
V73
0.64
V57
0.64
id_30
0.64
V67
0.63
id_34
0.63
MOST FREQUENT VALUES
1.0
58,907
72.2%
0.0
21,780
26.7%
2.0
665
0.8%
3.0
166
0.2%
4.0
60
0.1%
5.0
21
0.0%
6.0
16
0.0%
16.0
5
0.0%
18.0
4
0.0%
7.0
3
0.0%
15.0
2
0.0%
8.0
1
0.0%
13.0
1
0.0%
9.0
1
0.0%
14.0
1
0.0%
SMALLEST VALUES
0.0
21,780
26.7%
1.0
58,907
72.2%
2.0
665
0.8%
3.0
166
0.2%
4.0
60
0.1%
5.0
21
0.0%
6.0
16
0.0%
7.0
3
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
18.0
4
0.0%
17.0
1
0.0%
16.0
5
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
1
0.0%
7.0
3
0.0%
6.0
16
0.0%
5.0
21
0.0%
4.0
60
0.1%
249
V154
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
1.00
STD
0.547
VAR
0.299
KURT.
126
SKEW
4.77
SUM
61,816
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V153
0.99
V155
0.95
V148
0.94
V156
0.93
V149
0.92
V157
0.88
V158
0.86
D6
-0.70
V139
0.56
V140
0.56
V152
-0.53
V151
-0.49
V62
0.48
V145
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.70
M4
0.66
V65
0.66
V79
0.64
V94
0.64
V51
0.64
V52
0.64
id_35
0.63
V74
0.63
V73
0.63
V57
0.63
id_30
0.63
V67
0.63
id_34
0.63
MOST FREQUENT VALUES
1.0
58,799
72.0%
0.0
21,757
26.7%
2.0
709
0.9%
3.0
206
0.3%
4.0
81
0.1%
5.0
33
0.0%
6.0
20
0.0%
7.0
8
0.0%
8.0
6
0.0%
16.0
5
0.0%
18.0
4
0.0%
15.0
2
0.0%
9.0
1
0.0%
14.0
1
0.0%
12.0
1
0.0%
SMALLEST VALUES
0.0
21,757
26.7%
1.0
58,799
72.0%
2.0
709
0.9%
3.0
206
0.3%
4.0
81
0.1%
5.0
33
0.0%
6.0
20
0.0%
7.0
8
0.0%
8.0
6
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
18.0
4
0.0%
17.0
1
0.0%
16.0
5
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
6
0.0%
7.0
8
0.0%
6.0
20
0.0%
5.0
33
0.0%
4.0
81
0.1%
250
V155
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
25
(0%)
MAX
24.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.602
VAR
0.363
KURT.
241
SKEW
7.93
SUM
62,628
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V148
0.98
V153
0.96
V156
0.95
V154
0.95
V149
0.93
V157
0.92
V158
0.88
D6
-0.70
V139
0.60
V140
0.57
V152
-0.49
V62
0.49
V197
0.47
V20
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.67
M4
0.63
V65
0.63
V79
0.61
V94
0.61
V51
0.61
V52
0.61
V74
0.60
id_35
0.60
V73
0.60
V57
0.60
id_30
0.60
V67
0.60
V66
0.60
MOST FREQUENT VALUES
1.0
58,349
71.5%
0.0
21,780
26.7%
2.0
988
1.2%
3.0
271
0.3%
4.0
129
0.2%
5.0
50
0.1%
6.0
18
0.0%
7.0
15
0.0%
8.0
9
0.0%
24.0
4
0.0%
9.0
3
0.0%
13.0
3
0.0%
12.0
3
0.0%
14.0
2
0.0%
11.0
2
0.0%
SMALLEST VALUES
0.0
21,780
26.7%
1.0
58,349
71.5%
2.0
988
1.2%
3.0
271
0.3%
4.0
129
0.2%
5.0
50
0.1%
6.0
18
0.0%
7.0
15
0.0%
8.0
9
0.0%
9.0
3
0.0%
10.0
2
0.0%
11.0
2
0.0%
12.0
3
0.0%
13.0
3
0.0%
14.0
2
0.0%
LARGEST VALUES
24.0
4
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
1
0.0%
14.0
2
0.0%
13.0
3
0.0%
12.0
3
0.0%
11.0
2
0.0%
10.0
2
0.0%
251
V156
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
25
(0%)
MAX
24.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.647
VAR
0.418
KURT.
207
SKEW
8.06
SUM
63,452
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V149
0.98
V155
0.95
V148
0.93
V154
0.93
V158
0.92
V153
0.91
V157
0.88
D6
-0.70
V140
0.60
V139
0.57
V147
0.50
V62
0.48
V197
0.47
V152
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.65
V65
0.61
M4
0.61
V79
0.59
V94
0.59
V51
0.59
V52
0.59
V74
0.58
V73
0.58
id_35
0.58
V57
0.58
V67
0.58
id_30
0.58
V66
0.58
MOST FREQUENT VALUES
1.0
58,070
71.1%
0.0
21,757
26.7%
2.0
1,148
1.4%
3.0
300
0.4%
4.0
169
0.2%
5.0
76
0.1%
6.0
34
0.0%
7.0
21
0.0%
8.0
15
0.0%
9.0
8
0.0%
11.0
6
0.0%
10.0
5
0.0%
13.0
4
0.0%
12.0
4
0.0%
24.0
4
0.0%
SMALLEST VALUES
0.0
21,757
26.7%
1.0
58,070
71.1%
2.0
1,148
1.4%
3.0
300
0.4%
4.0
169
0.2%
5.0
76
0.1%
6.0
34
0.0%
7.0
21
0.0%
8.0
15
0.0%
9.0
8
0.0%
10.0
5
0.0%
11.0
6
0.0%
12.0
4
0.0%
13.0
4
0.0%
14.0
3
0.0%
LARGEST VALUES
24.0
4
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
3
0.0%
15.0
3
0.0%
14.0
3
0.0%
13.0
4
0.0%
12.0
4
0.0%
11.0
6
0.0%
10.0
5
0.0%
252
V157
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
25
(0%)
MAX
24.0
95%
2.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.681
VAR
0.464
KURT.
150
SKEW
6.11
SUM
66,730
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V158
0.95
V155
0.92
V148
0.92
V153
0.89
V156
0.88
V154
0.88
V149
0.87
V139
0.71
V140
0.67
D6
-0.67
V200
0.54
V146
0.51
V147
0.49
V201
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.65
V65
0.61
M4
0.60
V79
0.59
V94
0.59
V51
0.59
V52
0.59
V74
0.58
V73
0.58
V57
0.58
V67
0.58
id_35
0.58
V66
0.58
id_30
0.58
MOST FREQUENT VALUES
1.0
55,055
67.4%
0.0
21,780
26.7%
2.0
3,732
4.6%
3.0
663
0.8%
4.0
229
0.3%
5.0
80
0.1%
6.0
37
0.0%
7.0
24
0.0%
8.0
9
0.0%
24.0
4
0.0%
14.0
3
0.0%
9.0
3
0.0%
13.0
3
0.0%
11.0
2
0.0%
10.0
2
0.0%
SMALLEST VALUES
0.0
21,780
26.7%
1.0
55,055
67.4%
2.0
3,732
4.6%
3.0
663
0.8%
4.0
229
0.3%
5.0
80
0.1%
6.0
37
0.0%
7.0
24
0.0%
8.0
9
0.0%
9.0
3
0.0%
10.0
2
0.0%
11.0
2
0.0%
12.0
1
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
24.0
4
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
2
0.0%
14.0
3
0.0%
13.0
3
0.0%
12.0
1
0.0%
11.0
2
0.0%
10.0
2
0.0%
253
V158
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
25
(0%)
MAX
24.0
95%
2.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.734
VAR
0.539
KURT.
128
SKEW
6.22
SUM
68,022
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V157
0.95
V156
0.92
V149
0.92
V155
0.88
V148
0.88
V154
0.86
V153
0.85
V140
0.72
V139
0.68
D6
-0.66
V147
0.55
V200
0.53
V146
0.51
V201
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.62
V65
0.59
M4
0.58
V79
0.57
V94
0.57
V51
0.57
V52
0.57
V74
0.56
V73
0.56
V57
0.56
V67
0.56
id_35
0.56
V66
0.56
V64
0.56
MOST FREQUENT VALUES
1.0
54,526
66.8%
0.0
21,757
26.7%
2.0
4,033
4.9%
3.0
758
0.9%
4.0
287
0.4%
5.0
113
0.1%
6.0
60
0.1%
7.0
34
0.0%
8.0
19
0.0%
9.0
10
0.0%
10.0
6
0.0%
11.0
5
0.0%
24.0
4
0.0%
14.0
4
0.0%
15.0
4
0.0%
SMALLEST VALUES
0.0
21,757
26.7%
1.0
54,526
66.8%
2.0
4,033
4.9%
3.0
758
0.9%
4.0
287
0.4%
5.0
113
0.1%
6.0
60
0.1%
7.0
34
0.0%
8.0
19
0.0%
9.0
10
0.0%
10.0
6
0.0%
11.0
5
0.0%
12.0
3
0.0%
13.0
4
0.0%
14.0
4
0.0%
LARGEST VALUES
24.0
4
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
3
0.0%
15.0
4
0.0%
14.0
4
0.0%
13.0
4
0.0%
12.0
3
0.0%
11.0
5
0.0%
10.0
6
0.0%
254
V159
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
6,650
(5%)
MAX
55,125
95%
25,714
Q3
0
AVG
2,723
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
8,361
VAR
69.9M
KURT.
8.10
SKEW
3.04
SUM
222.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V150
0.97
V151
0.96
V144
0.94
V145
0.92
V160
0.87
V152
0.86
V166
0.66
V153
-0.46
V154
-0.45
V32
-0.43
V148
-0.43
V155
-0.41
V165
0.41
V149
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.75
ProductCD
0.44
id_30
0.28
id_38
0.25
V93
0.22
V92
0.22
V31
0.22
V71
0.21
V50
0.21
V65
0.21
id_32
0.21
id_35
0.21
id_34
0.21
M4
0.20
MOST FREQUENT VALUES
0.0
68,130
83.4%
100.0
413
0.5%
50.0
229
0.3%
265.0
193
0.2%
25.0
171
0.2%
106.0
169
0.2%
20.0
156
0.2%
181.0
146
0.2%
10.0
115
0.1%
15.0
101
0.1%
150.0
91
0.1%
30.0
78
0.1%
1000.0
75
0.1%
200.0
70
0.1%
40.0
56
0.1%
SMALLEST VALUES
0.0
68,130
83.4%
5.0
41
0.1%
6.0
4
0.0%
7.0
9
0.0%
8.0
19
0.0%
9.0
3
0.0%
10.0
115
0.1%
11.0
1
0.0%
12.0
6
0.0%
13.0
12
0.0%
14.0
1
0.0%
15.0
101
0.1%
16.0
3
0.0%
17.0
4
0.0%
18.0
2
0.0%
LARGEST VALUES
55125.0
1
0.0%
44186.9296875
1
0.0%
44116.9296875
1
0.0%
44061.9296875
1
0.0%
43986.9296875
1
0.0%
43936.9296875
1
0.0%
43911.9296875
1
0.0%
43891.9296875
1
0.0%
43886.9296875
1
0.0%
43861.9296875
3
0.0%
43836.9296875
1
0.0%
43811.9296875
2
0.0%
43786.9296875
2
0.0%
43776.9296875
1
0.0%
43771.9296875
2
0.0%
255
V160
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
9,595
(7%)
MAX
642k
95%
460k
Q3
0k
AVG
47k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
642k
IQR
0.00
STD
142k
VAR
20.2B
KURT.
7.70
SKEW
3.00
SUM
3.9B
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V145
0.96
V150
0.94
V151
0.91
V144
0.89
V152
0.89
V159
0.87
V166
0.64
V153
-0.47
V154
-0.46
V32
-0.45
V148
-0.44
V165
0.44
V155
-0.43
V149
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.77
ProductCD
0.45
id_30
0.28
id_38
0.25
V93
0.23
V92
0.23
V31
0.22
V71
0.22
V50
0.22
V65
0.22
id_32
0.22
id_34
0.21
id_35
0.21
M4
0.21
MOST FREQUENT VALUES
0.0
63,096
77.3%
2401.0
924
1.1%
50.0
558
0.7%
100.0
494
0.6%
1359.0
325
0.4%
25.0
257
0.3%
150.0
255
0.3%
200.0
224
0.3%
20.0
188
0.2%
75.0
181
0.2%
30.0
176
0.2%
40.0
140
0.2%
250.0
132
0.2%
300.0
129
0.2%
125.0
112
0.1%
SMALLEST VALUES
0.0
63,096
77.3%
5.0
26
0.0%
6.0
7
0.0%
7.0
10
0.0%
7.5
5
0.0%
8.0
2
0.0%
8.75
2
0.0%
10.0
96
0.1%
12.0
8
0.0%
14.0
4
0.0%
15.0
104
0.1%
17.0
4
0.0%
18.0
1
0.0%
19.0
4
0.0%
20.0
188
0.2%
LARGEST VALUES
641511.4375
1
0.0%
641446.4375
1
0.0%
641411.4375
1
0.0%
641336.4375
1
0.0%
641316.4375
1
0.0%
641302.4375
1
0.0%
641286.4375
1
0.0%
641271.4375
1
0.0%
641261.4375
1
0.0%
641246.4375
1
0.0%
641241.4375
1
0.0%
641236.4375
1
0.0%
641216.4375
2
0.0%
641201.4375
1
0.0%
641191.4375
1
0.0%
256
V161
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
79
(0%)
MAX
3,300
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
59.0
VAR
3,484
KURT.
1,458
SKEW
32.8
SUM
396k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V163
0.95
V162
0.89
V138
0.58
V270
0.56
V208
0.56
V272
0.54
V271
0.52
V313
0.39
V210
0.38
V220
0.37
V315
0.36
V169
0.36
V140
0.25
V139
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.63
V142
0.47
V173
0.20
V174
0.18
id_12
0.09
V288
0.09
V289
0.09
R_emaildomain
0.07
P_emaildomain
0.07
ProductCD
0.06
id_30
0.06
V286
0.06
V47
0.06
V22
0.05
MOST FREQUENT VALUES
0.0
78,918
96.7%
50.0
471
0.6%
100.0
365
0.4%
25.0
217
0.3%
150.0
160
0.2%
20.0
135
0.2%
200.0
134
0.2%
40.0
133
0.2%
30.0
111
0.1%
75.0
106
0.1%
15.0
93
0.1%
300.0
84
0.1%
250.0
69
0.1%
125.0
64
0.1%
10.0
60
0.1%
SMALLEST VALUES
0.0
78,918
96.7%
5.0
16
0.0%
7.0
13
0.0%
7.5
5
0.0%
8.0
2
0.0%
8.75
1
0.0%
10.0
60
0.1%
12.0
1
0.0%
14.0
1
0.0%
15.0
93
0.1%
16.0
1
0.0%
17.0
1
0.0%
18.0
2
0.0%
20.0
135
0.2%
22.0
1
0.0%
LARGEST VALUES
3300.0
1
0.0%
3000.0
15
0.0%
2000.0
2
0.0%
1500.0
2
0.0%
1200.0
12
0.0%
1000.0
48
0.1%
700.0
1
0.0%
650.0
4
0.0%
600.0
13
0.0%
525.0
4
0.0%
500.0
34
0.0%
475.0
1
0.0%
460.25
5
0.0%
450.0
32
0.0%
400.0
28
0.0%
257
V162
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
185
(0%)
MAX
3,300
95%
0
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
69.2
VAR
4,789
KURT.
902
SKEW
25.3
SUM
537k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V163
0.95
V161
0.89
V272
0.54
V271
0.54
V138
0.52
V208
0.50
V270
0.49
V210
0.39
V313
0.37
V315
0.37
V220
0.33
V169
0.33
V24
0.28
V140
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.62
V142
0.57
V174
0.18
V173
0.17
V289
0.14
V22
0.12
id_12
0.12
V288
0.11
id_30
0.09
ProductCD
0.08
P_emaildomain
0.08
R_emaildomain
0.07
V19
0.07
M4
0.06
MOST FREQUENT VALUES
0.0
78,715
96.4%
50.0
445
0.5%
100.0
347
0.4%
150.0
196
0.2%
25.0
180
0.2%
200.0
149
0.2%
75.0
106
0.1%
30.0
99
0.1%
20.0
96
0.1%
300.0
87
0.1%
40.0
82
0.1%
15.0
74
0.1%
125.0
73
0.1%
250.0
70
0.1%
1000.0
54
0.1%
SMALLEST VALUES
0.0
78,715
96.4%
5.0
14
0.0%
7.0
7
0.0%
7.5
5
0.0%
8.0
1
0.0%
8.75
1
0.0%
10.0
45
0.1%
12.0
1
0.0%
14.0
14
0.0%
15.0
74
0.1%
16.0
1
0.0%
17.0
1
0.0%
20.0
96
0.1%
22.0
1
0.0%
25.0
180
0.2%
LARGEST VALUES
3300.0
1
0.0%
3000.0
17
0.0%
2000.0
3
0.0%
1850.0
1
0.0%
1500.0
2
0.0%
1300.0
6
0.0%
1200.0
12
0.0%
1170.0
2
0.0%
1140.0
3
0.0%
1120.0
3
0.0%
1070.0
1
0.0%
1065.0
1
0.0%
1050.0
1
0.0%
1045.0
2
0.0%
1000.0
54
0.1%
258
V163
VALUES:
81,637
(57%)
MISSING:
62,596
(43%)
DISTINCT:
106
(0%)
MAX
3,300
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
63.1
VAR
3,984
KURT.
1,256
SKEW
30.3
SUM
449k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V162
0.95
V161
0.95
V272
0.58
V138
0.56
V271
0.55
V208
0.53
V270
0.53
V210
0.41
V313
0.38
V315
0.37
V220
0.36
V169
0.35
V24
0.29
V140
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.62
V142
0.52
V174
0.19
V173
0.19
V289
0.11
id_12
0.10
V288
0.10
V22
0.08
P_emaildomain
0.07
R_emaildomain
0.07
id_30
0.07
ProductCD
0.07
V19
0.07
V286
0.06
MOST FREQUENT VALUES
0.0
78,859
96.6%
50.0
472
0.6%
100.0
351
0.4%
150.0
195
0.2%
25.0
186
0.2%
200.0
142
0.2%
20.0
108
0.1%
75.0
95
0.1%
30.0
93
0.1%
40.0
89
0.1%
300.0
79
0.1%
125.0
76
0.1%
15.0
74
0.1%
250.0
68
0.1%
1000.0
54
0.1%
SMALLEST VALUES
0.0
78,859
96.6%
5.0
14
0.0%
7.0
13
0.0%
7.5
5
0.0%
8.0
2
0.0%
8.75
1
0.0%
10.0
52
0.1%
12.0
1
0.0%
14.0
1
0.0%
15.0
74
0.1%
16.0
1
0.0%
17.0
1
0.0%
20.0
108
0.1%
22.0
1
0.0%
25.0
186
0.2%
LARGEST VALUES
3300.0
1
0.0%
3000.0
17
0.0%
2000.0
3
0.0%
1500.0
2
0.0%
1200.0
12
0.0%
1000.0
54
0.1%
770.0
3
0.0%
700.0
1
0.0%
690.0
1
0.0%
650.0
4
0.0%
610.0
1
0.0%
600.0
13
0.0%
530.0
1
0.0%
525.0
4
0.0%
500.0
31
0.0%
259
V164
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
1,977
(1%)
MAX
93,736
95%
2,410
Q3
0
AVG
879
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,736
IQR
0.00
STD
6,054
VAR
36.7M
KURT.
131
SKEW
11.0
SUM
71.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V143
1.00
V316
0.99
V132
0.99
V101
0.99
V293
0.99
V322
0.99
V95
0.99
V279
0.99
V211
0.99
V177
0.99
V167
0.99
V331
0.98
V306
0.98
V126
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.27
ProductCD
0.26
P_emaildomain
0.23
V289
0.23
V174
0.22
V288
0.22
V240
0.20
V241
0.20
id_12
0.19
id_30
0.17
V260
0.16
card4
0.11
id_34
0.11
id_32
0.10
MOST FREQUENT VALUES
0.0
63,620
77.9%
100.0
980
1.2%
200.0
803
1.0%
150.0
678
0.8%
300.0
621
0.8%
50.0
586
0.7%
400.0
287
0.4%
75.0
275
0.3%
450.0
275
0.3%
600.0
269
0.3%
250.0
217
0.3%
25.0
213
0.3%
500.0
183
0.2%
30.0
157
0.2%
2665.0
122
0.1%
SMALLEST VALUES
0.0
63,620
77.9%
5.0
13
0.0%
6.0
2
0.0%
8.0
2
0.0%
10.0
23
0.0%
12.0
3
0.0%
13.0
1
0.0%
15.0
50
0.1%
18.0
3
0.0%
20.0
52
0.1%
22.0
1
0.0%
23.0
1
0.0%
24.0
1
0.0%
25.0
213
0.3%
26.0
1
0.0%
LARGEST VALUES
93736.0
1
0.0%
93630.0
1
0.0%
93524.0
1
0.0%
93418.0
1
0.0%
93312.0
1
0.0%
93206.0
1
0.0%
93100.0
1
0.0%
92994.0
1
0.0%
92888.0
1
0.0%
92782.0
1
0.0%
92676.0
1
0.0%
92570.0
1
0.0%
92464.0
1
0.0%
92358.0
1
0.0%
92252.0
1
0.0%
260
V165
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
2,546
(2%)
MAX
98,476
95%
14,579
Q3
0
AVG
2,243
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,476
IQR
0.00
STD
8,230
VAR
67.7M
KURT.
58.4
SKEW
6.80
SUM
183.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V143
0.88
V134
0.88
V318
0.88
V103
0.88
V295
0.88
V97
0.87
V280
0.87
V324
0.87
V102
0.87
V294
0.87
V96
0.87
V323
0.87
V164
0.87
V133
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.44
ProductCD
0.31
id_30
0.23
P_emaildomain
0.21
V289
0.20
V174
0.19
V288
0.19
id_12
0.18
V93
0.18
V92
0.18
V50
0.18
id_34
0.18
id_35
0.18
M4
0.17
MOST FREQUENT VALUES
0.0
62,348
76.4%
100.0
920
1.1%
200.0
669
0.8%
150.0
660
0.8%
300.0
593
0.7%
50.0
531
0.7%
400.0
267
0.3%
600.0
248
0.3%
75.0
228
0.3%
250.0
199
0.2%
500.0
194
0.2%
25.0
180
0.2%
450.0
179
0.2%
14060.0
147
0.2%
30.0
135
0.2%
SMALLEST VALUES
0.0
62,348
76.4%
5.0
13
0.0%
6.0
2
0.0%
8.0
7
0.0%
10.0
30
0.0%
12.0
3
0.0%
13.0
1
0.0%
15.0
48
0.1%
18.0
2
0.0%
20.0
59
0.1%
22.0
1
0.0%
23.0
1
0.0%
24.0
1
0.0%
25.0
180
0.2%
26.0
1
0.0%
LARGEST VALUES
98476.0
1
0.0%
98420.0
1
0.0%
98364.0
1
0.0%
98308.0
1
0.0%
98252.0
1
0.0%
98196.0
1
0.0%
98140.0
1
0.0%
98084.0
1
0.0%
98028.0
1
0.0%
97972.0
1
0.0%
97916.0
1
0.0%
97860.0
1
0.0%
97804.0
1
0.0%
97748.0
1
0.0%
97694.0
1
0.0%
261
V166
VALUES:
81,643
(57%)
MISSING:
62,590
(43%)
DISTINCT:
986
(1%)
MAX
104k
95%
3k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,246
VAR
1.6M
KURT.
1,786
SKEW
27.3
SUM
29.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V144
0.72
V145
0.68
V150
0.67
V159
0.66
V151
0.65
V160
0.64
V319
0.64
V152
0.61
V276
0.60
V214
0.59
V321
0.58
V278
0.57
V135
0.55
V277
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.54
ProductCD
0.32
id_30
0.22
V93
0.18
V92
0.18
M4
0.18
V50
0.18
id_35
0.18
id_34
0.18
id_38
0.18
V79
0.18
V94
0.18
id_32
0.18
V51
0.18
MOST FREQUENT VALUES
0.0
62,193
76.2%
100.0
1,389
1.7%
200.0
1,014
1.2%
1165.0
875
1.1%
150.0
731
0.9%
300.0
724
0.9%
50.0
623
0.8%
400.0
402
0.5%
500.0
362
0.4%
600.0
344
0.4%
250.0
342
0.4%
25.0
265
0.3%
450.0
251
0.3%
75.0
226
0.3%
125.0
178
0.2%
SMALLEST VALUES
0.0
62,193
76.2%
5.0
16
0.0%
6.0
7
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
2
0.0%
10.0
64
0.1%
11.0
2
0.0%
12.0
6
0.0%
14.0
2
0.0%
15.0
65
0.1%
16.0
1
0.0%
17.0
3
0.0%
18.0
1
0.0%
20.0
106
0.1%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
51200.0
2
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
262
V167
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
873
(1%)
MAX
872
95%
4
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
872
IQR
0.00
STD
42.2
VAR
1,781
KURT.
240
SKEW
14.9
SUM
549k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V177
1.00
V211
1.00
V322
0.99
V293
0.99
V101
0.99
V279
0.99
V132
0.99
V95
0.99
V316
0.99
V202
0.99
V331
0.99
V164
0.99
V126
0.99
V143
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.26
P_emaildomain
0.24
V174
0.24
V289
0.24
V288
0.23
V240
0.21
V241
0.21
id_12
0.19
V260
0.17
id_30
0.16
card4
0.12
id_16
0.10
V64
0.09
MOST FREQUENT VALUES
0.0
106,161
76.0%
1.0
15,561
11.1%
2.0
6,854
4.9%
3.0
3,592
2.6%
4.0
2,047
1.5%
5.0
1,106
0.8%
6.0
715
0.5%
7.0
494
0.4%
8.0
343
0.2%
9.0
259
0.2%
10.0
189
0.1%
11.0
149
0.1%
12.0
119
0.1%
13.0
93
0.1%
14.0
74
0.1%
SMALLEST VALUES
0.0
106,161
76.0%
1.0
15,561
11.1%
2.0
6,854
4.9%
3.0
3,592
2.6%
4.0
2,047
1.5%
5.0
1,106
0.8%
6.0
715
0.5%
7.0
494
0.4%
8.0
343
0.2%
9.0
259
0.2%
10.0
189
0.1%
11.0
149
0.1%
12.0
119
0.1%
13.0
93
0.1%
14.0
74
0.1%
LARGEST VALUES
872.0
1
0.0%
871.0
1
0.0%
870.0
1
0.0%
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
863.0
1
0.0%
862.0
1
0.0%
861.0
1
0.0%
860.0
1
0.0%
859.0
1
0.0%
858.0
1
0.0%
263
V168
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
965
(1%)
MAX
964
95%
5
Q3
1
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
964
IQR
1.00
STD
54.0
VAR
2,920
KURT.
169
SKEW
12.5
SUM
818k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V213
1.00
V179
1.00
V178
0.99
V212
0.98
V204
0.98
V103
0.98
V134
0.98
V324
0.98
V318
0.98
V97
0.98
V295
0.98
V280
0.98
V323
0.98
V96
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V174
0.26
V240
0.26
V241
0.26
V289
0.26
V288
0.25
id_12
0.21
V260
0.20
id_30
0.17
card4
0.13
id_16
0.10
id_29
0.10
MOST FREQUENT VALUES
0.0
101,660
72.8%
1.0
16,532
11.8%
2.0
7,520
5.4%
3.0
4,093
2.9%
4.0
2,397
1.7%
5.0
1,400
1.0%
6.0
943
0.7%
7.0
647
0.5%
8.0
476
0.3%
9.0
356
0.3%
10.0
278
0.2%
11.0
204
0.1%
12.0
161
0.1%
13.0
135
0.1%
14.0
116
0.1%
SMALLEST VALUES
0.0
101,660
72.8%
1.0
16,532
11.8%
2.0
7,520
5.4%
3.0
4,093
2.9%
4.0
2,397
1.7%
5.0
1,400
1.0%
6.0
943
0.7%
7.0
647
0.5%
8.0
476
0.3%
9.0
356
0.3%
10.0
278
0.2%
11.0
204
0.1%
12.0
161
0.1%
13.0
135
0.1%
14.0
116
0.1%
LARGEST VALUES
964.0
1
0.0%
963.0
1
0.0%
962.0
1
0.0%
961.0
1
0.0%
960.0
1
0.0%
959.0
1
0.0%
958.0
1
0.0%
957.0
1
0.0%
956.0
2
0.0%
955.0
1
0.0%
954.0
1
0.0%
953.0
1
0.0%
952.0
1
0.0%
951.0
1
0.0%
950.0
1
0.0%
264
V169
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
20
(0%)
MAX
19.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
19.0
IQR
0.00
STD
0.905
VAR
0.819
KURT.
104
SKEW
8.84
SUM
23,497
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V220
0.60
V138
0.53
V170
0.51
V281
0.51
V55
0.45
V77
0.45
V223
0.43
V171
0.43
V228
0.41
V282
0.36
V161
0.36
V325
0.36
V78
0.36
V230
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.55
V173
0.43
V286
0.30
V288
0.28
V289
0.27
V82
0.22
V92
0.22
V79
0.20
V83
0.20
V93
0.19
V43
0.18
V51
0.18
V73
0.18
id_29
0.18
MOST FREQUENT VALUES
0.0
130,911
93.6%
1.0
4,117
2.9%
2.0
1,707
1.2%
3.0
1,034
0.7%
4.0
702
0.5%
5.0
394
0.3%
6.0
333
0.2%
7.0
177
0.1%
8.0
112
0.1%
9.0
69
0.0%
13.0
58
0.0%
11.0
54
0.0%
10.0
53
0.0%
12.0
28
0.0%
15.0
25
0.0%
SMALLEST VALUES
0.0
130,911
93.6%
1.0
4,117
2.9%
2.0
1,707
1.2%
3.0
1,034
0.7%
4.0
702
0.5%
5.0
394
0.3%
6.0
333
0.2%
7.0
177
0.1%
8.0
112
0.1%
9.0
69
0.0%
10.0
53
0.0%
11.0
54
0.0%
12.0
28
0.0%
13.0
58
0.0%
14.0
13
0.0%
LARGEST VALUES
19.0
1
0.0%
18.0
21
0.0%
17.0
4
0.0%
16.0
6
0.0%
15.0
25
0.0%
14.0
13
0.0%
13.0
58
0.0%
12.0
28
0.0%
11.0
54
0.0%
10.0
53
0.0%
9.0
69
0.0%
8.0
112
0.1%
7.0
177
0.1%
6.0
333
0.2%
5.0
394
0.3%
265
V170
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
49
(0%)
MAX
48.0
95%
4.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.75
VAR
3.07
KURT.
138
SKEW
8.98
SUM
201k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V200
0.81
V201
0.77
V171
0.77
V188
0.66
V139
0.62
V228
0.61
V189
0.60
V257
0.60
V140
0.60
V44
0.58
V246
0.55
V45
0.55
V230
0.52
V37
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.34
V174
0.27
id_15
0.26
id_29
0.26
id_16
0.26
id_28
0.26
V51
0.25
isFraud
0.25
V46
0.24
V52
0.23
V47
0.23
V79
0.20
V83
0.20
V260
0.19
MOST FREQUENT VALUES
1.0
101,509
72.6%
2.0
14,255
10.2%
0.0
9,693
6.9%
3.0
6,204
4.4%
4.0
3,199
2.3%
5.0
1,869
1.3%
6.0
879
0.6%
7.0
604
0.4%
8.0
406
0.3%
9.0
264
0.2%
10.0
195
0.1%
11.0
120
0.1%
14.0
114
0.1%
12.0
101
0.1%
13.0
63
0.0%
SMALLEST VALUES
0.0
9,693
6.9%
1.0
101,509
72.6%
2.0
14,255
10.2%
3.0
6,204
4.4%
4.0
3,199
2.3%
5.0
1,869
1.3%
6.0
879
0.6%
7.0
604
0.4%
8.0
406
0.3%
9.0
264
0.2%
10.0
195
0.1%
11.0
120
0.1%
12.0
101
0.1%
13.0
63
0.0%
14.0
114
0.1%
LARGEST VALUES
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
2
0.0%
43.0
2
0.0%
42.0
4
0.0%
41.0
3
0.0%
40.0
3
0.0%
39.0
3
0.0%
38.0
3
0.0%
37.0
28
0.0%
36.0
4
0.0%
35.0
4
0.0%
34.0
4
0.0%
266
V171
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
62
(0%)
MAX
61.0
95%
5.0
Q3
1.0
AVG
1.7
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
61.0
IQR
0.00
STD
2.44
VAR
5.98
KURT.
74.8
SKEW
6.72
SUM
236k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V328
0.78
V330
0.78
V170
0.77
V329
0.75
V324
0.69
V333
0.69
V201
0.68
V327
0.68
V323
0.67
V332
0.67
V338
0.64
V200
0.63
V326
0.62
V331
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.41
id_16
0.28
id_15
0.28
id_29
0.28
V194
0.28
id_28
0.28
V289
0.26
V288
0.26
id_12
0.22
isFraud
0.21
V260
0.20
V47
0.19
V52
0.19
V51
0.19
MOST FREQUENT VALUES
1.0
96,818
69.2%
2.0
15,088
10.8%
0.0
9,579
6.9%
3.0
6,802
4.9%
4.0
3,644
2.6%
5.0
2,099
1.5%
14.0
1,425
1.0%
6.0
1,264
0.9%
7.0
727
0.5%
8.0
565
0.4%
9.0
394
0.3%
10.0
273
0.2%
11.0
191
0.1%
12.0
154
0.1%
13.0
123
0.1%
SMALLEST VALUES
0.0
9,579
6.9%
1.0
96,818
69.2%
2.0
15,088
10.8%
3.0
6,802
4.9%
4.0
3,644
2.6%
5.0
2,099
1.5%
6.0
1,264
0.9%
7.0
727
0.5%
8.0
565
0.4%
9.0
394
0.3%
10.0
273
0.2%
11.0
191
0.1%
12.0
154
0.1%
13.0
123
0.1%
14.0
1,425
1.0%
LARGEST VALUES
61.0
1
0.0%
60.0
1
0.0%
59.0
1
0.0%
58.0
1
0.0%
57.0
1
0.0%
56.0
1
0.0%
55.0
1
0.0%
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
2
0.0%
47.0
2
0.0%
267
V172
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
32
(0%)
MAX
31.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.925
VAR
0.855
KURT.
480
SKEW
19.6
SUM
18,433
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V196
0.89
V207
0.88
V191
0.86
V186
0.83
V193
0.80
V223
0.79
V190
0.73
V187
0.72
V176
0.72
V192
0.70
V199
0.68
V205
0.66
V234
0.46
V215
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.52
V174
0.22
V286
0.21
V240
0.16
V241
0.16
V194
0.16
V288
0.15
V289
0.14
id_29
0.14
id_28
0.13
V260
0.12
id_15
0.10
id_16
0.10
id_30
0.10
MOST FREQUENT VALUES
0.0
128,800
92.2%
1.0
8,698
6.2%
2.0
1,361
1.0%
3.0
265
0.2%
4.0
63
0.0%
7.0
48
0.0%
5.0
46
0.0%
6.0
39
0.0%
11.0
26
0.0%
12.0
25
0.0%
13.0
24
0.0%
9.0
23
0.0%
8.0
22
0.0%
10.0
19
0.0%
21.0
18
0.0%
SMALLEST VALUES
0.0
128,800
92.2%
1.0
8,698
6.2%
2.0
1,361
1.0%
3.0
265
0.2%
4.0
63
0.0%
5.0
46
0.0%
6.0
39
0.0%
7.0
48
0.0%
8.0
22
0.0%
9.0
23
0.0%
10.0
19
0.0%
11.0
26
0.0%
12.0
25
0.0%
13.0
24
0.0%
14.0
15
0.0%
LARGEST VALUES
31.0
1
0.0%
30.0
3
0.0%
29.0
8
0.0%
28.0
15
0.0%
27.0
16
0.0%
26.0
3
0.0%
25.0
9
0.0%
24.0
11
0.0%
23.0
2
0.0%
22.0
7
0.0%
21.0
18
0.0%
20.0
14
0.0%
19.0
14
0.0%
18.0
8
0.0%
17.0
8
0.0%
268
V173
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
8
(0%)
TOP CATEGORIES
0.0
132,868
95%
1.0
6,020
4%
2.0
589
0%
3.0
124
0%
4.0
17
0%
6.0
7
0%
5.0
5
0%
7.0
1
0%
ALL
139,631
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V173
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V173:
V286
0.56
V174
0.42
V289
0.22
V288
0.21
id_29
0.15
id_28
0.15
id_16
0.12
id_15
0.12
id_35
0.06
id_30
0.06
id_34
0.05
id_32
0.05
V73
0.05
V57
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
CORRELATION RATIO WITH...
V223
0.55
V284
0.53
V172
0.52
V169
0.43
V176
0.36
V207
0.36
V196
0.35
V220
0.34
V281
0.33
V186
0.33
V191
0.33
V205
0.31
V193
0.29
V190
0.29
269
V174
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
9
(0%)
TOP CATEGORIES
0.0
123,863
89%
1.0
14,337
10%
2.0
1,373
1%
3.0
220
0%
4.0
15
0%
5.0
6
0%
8.0
2
0%
6.0
2
0%
7.0
1
0%
ALL
139,819
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V174
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V174:
V288
0.31
V289
0.30
V173
0.22
id_29
0.20
id_28
0.20
id_16
0.17
id_15
0.16
V286
0.14
ProductCD
0.08
V64
0.06
V22
0.06
V63
0.06
V67
0.05
V21
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
CORRELATION RATIO WITH...
V175
0.70
V169
0.55
V208
0.52
V210
0.50
V284
0.48
V223
0.45
V287
0.42
V171
0.41
V313
0.39
V314
0.39
V315
0.38
V281
0.34
V325
0.33
V220
0.33
270
V175
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
15
(0%)
MAX
14.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.857
VAR
0.735
KURT.
47.5
SKEW
6.45
SUM
29,731
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V327
0.82
V330
0.80
V329
0.80
V326
0.78
V287
0.76
V100
0.76
V324
0.75
V333
0.74
V106
0.74
V299
0.74
V323
0.74
V328
0.74
V105
0.73
V298
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.70
V289
0.44
V288
0.44
ProductCD
0.36
P_emaildomain
0.34
id_12
0.27
R_emaildomain
0.26
id_29
0.23
id_28
0.23
id_16
0.23
V173
0.23
id_15
0.22
id_30
0.20
V286
0.18
MOST FREQUENT VALUES
0.0
123,575
88.4%
1.0
11,962
8.6%
2.0
1,866
1.3%
7.0
1,350
1.0%
3.0
537
0.4%
4.0
212
0.2%
5.0
116
0.1%
6.0
71
0.1%
8.0
64
0.0%
9.0
60
0.0%
10.0
2
0.0%
13.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
14.0
1
0.0%
SMALLEST VALUES
0.0
123,575
88.4%
1.0
11,962
8.6%
2.0
1,866
1.3%
3.0
537
0.4%
4.0
212
0.2%
5.0
116
0.1%
6.0
71
0.1%
7.0
1,350
1.0%
8.0
64
0.0%
9.0
60
0.0%
10.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
2
0.0%
9.0
60
0.0%
8.0
64
0.0%
7.0
1,350
1.0%
6.0
71
0.1%
5.0
116
0.1%
4.0
212
0.2%
3.0
537
0.4%
2.0
1,866
1.3%
1.0
11,962
8.6%
0.0
123,575
88.4%
271
V176
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
49
(0%)
MAX
48.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.83
VAR
3.35
KURT.
203
SKEW
12.1
SUM
192k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V190
0.91
V228
0.89
V199
0.86
V186
0.84
V230
0.73
V172
0.72
V246
0.72
V196
0.72
V191
0.71
V207
0.65
V193
0.64
V257
0.62
V187
0.60
V37
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.36
id_29
0.22
id_28
0.22
id_35
0.20
id_15
0.19
V174
0.18
V79
0.17
V194
0.17
V83
0.17
id_16
0.17
V51
0.17
isFraud
0.16
V46
0.16
V93
0.16
MOST FREQUENT VALUES
1.0
120,220
86.1%
2.0
10,616
7.6%
3.0
3,595
2.6%
4.0
1,770
1.3%
5.0
995
0.7%
6.0
603
0.4%
7.0
405
0.3%
8.0
269
0.2%
9.0
184
0.1%
10.0
142
0.1%
11.0
119
0.1%
12.0
82
0.1%
13.0
61
0.0%
14.0
54
0.0%
15.0
48
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
120,220
86.1%
2.0
10,616
7.6%
3.0
3,595
2.6%
4.0
1,770
1.3%
5.0
995
0.7%
6.0
603
0.4%
7.0
405
0.3%
8.0
269
0.2%
9.0
184
0.1%
10.0
142
0.1%
11.0
119
0.1%
12.0
82
0.1%
13.0
61
0.0%
14.0
54
0.0%
LARGEST VALUES
48.0
2
0.0%
47.0
6
0.0%
46.0
6
0.0%
45.0
3
0.0%
44.0
4
0.0%
43.0
5
0.0%
42.0
3
0.0%
41.0
4
0.0%
40.0
7
0.0%
39.0
8
0.0%
38.0
10
0.0%
37.0
10
0.0%
36.0
12
0.0%
35.0
8
0.0%
34.0
5
0.0%
272
V177
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
862
(1%)
MAX
861
95%
3
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
861
IQR
0.00
STD
41.3
VAR
1,707
KURT.
246
SKEW
15.1
SUM
493k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V167
1.00
V211
1.00
V293
0.99
V101
0.99
V132
0.99
V316
0.99
V322
0.99
V279
0.99
V95
0.99
V202
0.99
V164
0.99
V331
0.99
V126
0.99
V143
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.25
R_emaildomain
0.25
P_emaildomain
0.24
V174
0.23
V289
0.23
V288
0.22
V240
0.21
V241
0.21
id_12
0.18
V260
0.17
id_30
0.16
card4
0.11
V64
0.09
V67
0.09
MOST FREQUENT VALUES
0.0
120,997
86.7%
1.0
7,687
5.5%
2.0
3,871
2.8%
3.0
2,104
1.5%
4.0
1,189
0.9%
5.0
677
0.5%
6.0
441
0.3%
7.0
349
0.2%
8.0
232
0.2%
9.0
157
0.1%
10.0
115
0.1%
11.0
98
0.1%
12.0
74
0.1%
13.0
65
0.0%
14.0
54
0.0%
SMALLEST VALUES
0.0
120,997
86.7%
1.0
7,687
5.5%
2.0
3,871
2.8%
3.0
2,104
1.5%
4.0
1,189
0.9%
5.0
677
0.5%
6.0
441
0.3%
7.0
349
0.2%
8.0
232
0.2%
9.0
157
0.1%
10.0
115
0.1%
11.0
98
0.1%
12.0
74
0.1%
13.0
65
0.0%
14.0
54
0.0%
LARGEST VALUES
861.0
1
0.0%
860.0
1
0.0%
859.0
1
0.0%
858.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
1
0.0%
854.0
1
0.0%
853.0
1
0.0%
852.0
1
0.0%
851.0
1
0.0%
850.0
1
0.0%
849.0
1
0.0%
848.0
1
0.0%
847.0
1
0.0%
273
V178
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
1,236
(1%)
MAX
1,235
95%
4
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,235
IQR
0.00
STD
69.4
VAR
4,823
KURT.
189
SKEW
13.3
SUM
928k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V179
0.99
V213
0.99
V133
0.99
V102
0.99
V168
0.99
V323
0.99
V96
0.99
V212
0.99
V332
0.99
V127
0.99
V317
0.98
V134
0.98
V318
0.98
V307
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.28
ProductCD
0.28
P_emaildomain
0.26
V174
0.25
V240
0.25
V241
0.25
V289
0.24
V288
0.24
id_12
0.20
V260
0.19
id_30
0.17
card4
0.12
V64
0.10
id_16
0.09
MOST FREQUENT VALUES
0.0
118,836
85.1%
1.0
7,569
5.4%
2.0
3,987
2.9%
3.0
2,232
1.6%
4.0
1,336
1.0%
5.0
829
0.6%
6.0
548
0.4%
7.0
430
0.3%
8.0
296
0.2%
9.0
215
0.2%
10.0
169
0.1%
11.0
134
0.1%
12.0
118
0.1%
13.0
88
0.1%
14.0
83
0.1%
SMALLEST VALUES
0.0
118,836
85.1%
1.0
7,569
5.4%
2.0
3,987
2.9%
3.0
2,232
1.6%
4.0
1,336
1.0%
5.0
829
0.6%
6.0
548
0.4%
7.0
430
0.3%
8.0
296
0.2%
9.0
215
0.2%
10.0
169
0.1%
11.0
134
0.1%
12.0
118
0.1%
13.0
88
0.1%
14.0
83
0.1%
LARGEST VALUES
1235.0
17
0.0%
1234.0
1
0.0%
1233.0
1
0.0%
1232.0
1
0.0%
1231.0
2
0.0%
1230.0
1
0.0%
1229.0
1
0.0%
1228.0
1
0.0%
1227.0
1
0.0%
1226.0
1
0.0%
1225.0
1
0.0%
1224.0
1
0.0%
1223.0
1
0.0%
1222.0
1
0.0%
1221.0
1
0.0%
274
V179
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
921
(1%)
MAX
920
95%
3
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
920
IQR
0.00
STD
50.5
VAR
2,549
KURT.
183
SKEW
13.0
SUM
680k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V213
1.00
V168
1.00
V178
0.99
V134
0.99
V103
0.99
V318
0.99
V295
0.99
V324
0.99
V323
0.99
V102
0.99
V97
0.99
V96
0.99
V280
0.99
V133
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.28
ProductCD
0.28
P_emaildomain
0.26
V174
0.26
V289
0.25
V288
0.24
V240
0.24
V241
0.24
id_12
0.21
V260
0.19
id_30
0.17
card4
0.13
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
119,688
85.7%
1.0
7,570
5.4%
2.0
3,933
2.8%
3.0
2,177
1.6%
4.0
1,311
0.9%
5.0
770
0.6%
6.0
520
0.4%
7.0
389
0.3%
8.0
267
0.2%
9.0
202
0.1%
10.0
156
0.1%
11.0
126
0.1%
12.0
125
0.1%
13.0
124
0.1%
14.0
94
0.1%
SMALLEST VALUES
0.0
119,688
85.7%
1.0
7,570
5.4%
2.0
3,933
2.8%
3.0
2,177
1.6%
4.0
1,311
0.9%
5.0
770
0.6%
6.0
520
0.4%
7.0
389
0.3%
8.0
267
0.2%
9.0
202
0.1%
10.0
156
0.1%
11.0
126
0.1%
12.0
125
0.1%
13.0
124
0.1%
14.0
94
0.1%
LARGEST VALUES
920.0
1
0.0%
919.0
1
0.0%
918.0
1
0.0%
917.0
1
0.0%
916.0
1
0.0%
915.0
1
0.0%
914.0
1
0.0%
913.0
1
0.0%
912.0
2
0.0%
911.0
1
0.0%
910.0
1
0.0%
909.0
1
0.0%
908.0
1
0.0%
907.0
1
0.0%
906.0
1
0.0%
275
V180
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
84
(0%)
MAX
83.0
95%
2.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
83.0
IQR
0.00
STD
6.11
VAR
37.4
KURT.
78.8
SKEW
8.69
SUM
129k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V182
0.99
V183
0.92
V203
0.91
V236
0.89
V237
0.89
V204
0.89
V212
0.88
V168
0.87
V329
0.86
V105
0.86
V298
0.86
V296
0.85
V213
0.85
V234
0.84

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.31
V241
0.31
ProductCD
0.29
R_emaildomain
0.28
P_emaildomain
0.26
id_12
0.24
V174
0.23
V260
0.23
V289
0.23
V288
0.22
id_30
0.17
id_29
0.14
id_28
0.14
card4
0.12
MOST FREQUENT VALUES
0.0
122,945
87.9%
1.0
9,318
6.7%
2.0
2,888
2.1%
3.0
1,096
0.8%
61.0
874
0.6%
4.0
465
0.3%
5.0
267
0.2%
34.0
242
0.2%
6.0
139
0.1%
30.0
90
0.1%
7.0
86
0.1%
23.0
80
0.1%
8.0
71
0.1%
31.0
67
0.0%
11.0
65
0.0%
SMALLEST VALUES
0.0
122,945
87.9%
1.0
9,318
6.7%
2.0
2,888
2.1%
3.0
1,096
0.8%
4.0
465
0.3%
5.0
267
0.2%
6.0
139
0.1%
7.0
86
0.1%
8.0
71
0.1%
9.0
45
0.0%
10.0
41
0.0%
11.0
65
0.0%
12.0
45
0.0%
13.0
21
0.0%
14.0
18
0.0%
LARGEST VALUES
83.0
5
0.0%
82.0
1
0.0%
81.0
1
0.0%
80.0
1
0.0%
79.0
1
0.0%
78.0
3
0.0%
77.0
1
0.0%
76.0
1
0.0%
75.0
1
0.0%
74.0
1
0.0%
73.0
1
0.0%
72.0
31
0.0%
71.0
1
0.0%
70.0
1
0.0%
69.0
1
0.0%
276
V181
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
25
(0%)
MAX
24.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
1.25
VAR
1.56
KURT.
74.7
SKEW
8.08
SUM
35,373
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V235
0.95
V183
0.92
V328
0.91
V104
0.89
V297
0.89
V237
0.86
V330
0.86
V106
0.84
V299
0.84
V182
0.83
V329
0.82
V236
0.81
V105
0.80
V180
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.32
ProductCD
0.29
R_emaildomain
0.28
P_emaildomain
0.26
V174
0.24
V289
0.23
V288
0.22
V260
0.20
id_16
0.20
id_29
0.19
id_15
0.19
id_28
0.19
id_30
0.18
V240
0.18
MOST FREQUENT VALUES
0.0
125,518
89.9%
1.0
8,514
6.1%
2.0
2,597
1.9%
11.0
986
0.7%
3.0
953
0.7%
4.0
403
0.3%
15.0
179
0.1%
5.0
164
0.1%
6.0
87
0.1%
7.0
62
0.0%
12.0
54
0.0%
8.0
42
0.0%
9.0
21
0.0%
10.0
16
0.0%
14.0
12
0.0%
SMALLEST VALUES
0.0
125,518
89.9%
1.0
8,514
6.1%
2.0
2,597
1.9%
3.0
953
0.7%
4.0
403
0.3%
5.0
164
0.1%
6.0
87
0.1%
7.0
62
0.0%
8.0
42
0.0%
9.0
21
0.0%
10.0
16
0.0%
11.0
986
0.7%
12.0
54
0.0%
13.0
11
0.0%
14.0
12
0.0%
LARGEST VALUES
24.0
2
0.0%
23.0
2
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
2
0.0%
15.0
179
0.1%
14.0
12
0.0%
13.0
11
0.0%
12.0
54
0.0%
11.0
986
0.7%
10.0
16
0.0%
277
V182
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
84
(0%)
MAX
83.0
95%
2.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
83.0
IQR
0.00
STD
5.79
VAR
33.6
KURT.
88.1
SKEW
9.15
SUM
120k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V180
0.99
V183
0.95
V203
0.92
V237
0.91
V204
0.91
V236
0.91
V329
0.91
V105
0.91
V168
0.91
V298
0.90
V212
0.90
V296
0.90
V213
0.89
V299
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
V240
0.30
V241
0.30
R_emaildomain
0.30
P_emaildomain
0.28
V174
0.25
id_12
0.25
V289
0.24
V288
0.23
V260
0.23
id_30
0.18
id_29
0.14
id_28
0.14
card4
0.13
MOST FREQUENT VALUES
0.0
123,142
88.2%
1.0
9,105
6.5%
2.0
2,826
2.0%
3.0
1,077
0.8%
61.0
863
0.6%
4.0
487
0.3%
5.0
243
0.2%
34.0
195
0.1%
6.0
129
0.1%
7.0
85
0.1%
17.0
79
0.1%
19.0
71
0.1%
11.0
70
0.1%
9.0
66
0.0%
30.0
66
0.0%
SMALLEST VALUES
0.0
123,142
88.2%
1.0
9,105
6.5%
2.0
2,826
2.0%
3.0
1,077
0.8%
4.0
487
0.3%
5.0
243
0.2%
6.0
129
0.1%
7.0
85
0.1%
8.0
61
0.0%
9.0
66
0.0%
10.0
50
0.0%
11.0
70
0.1%
12.0
60
0.0%
13.0
30
0.0%
14.0
40
0.0%
LARGEST VALUES
83.0
4
0.0%
82.0
2
0.0%
81.0
1
0.0%
80.0
1
0.0%
79.0
1
0.0%
78.0
3
0.0%
77.0
1
0.0%
76.0
1
0.0%
75.0
1
0.0%
74.0
1
0.0%
73.0
1
0.0%
72.0
31
0.0%
71.0
1
0.0%
70.0
1
0.0%
69.0
1
0.0%
278
V183
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
42
(0%)
MAX
41.0
95%
1.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
41.0
IQR
0.00
STD
2.95
VAR
8.68
KURT.
82.1
SKEW
8.85
SUM
67,678
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V182
0.95
V237
0.95
V180
0.92
V330
0.92
V181
0.92
V106
0.92
V299
0.91
V236
0.91
V329
0.89
V235
0.89
V105
0.89
V298
0.88
V296
0.88
V297
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.31
R_emaildomain
0.30
P_emaildomain
0.28
id_12
0.28
V174
0.26
V289
0.26
V240
0.25
V241
0.25
V288
0.25
V260
0.22
id_30
0.19
id_29
0.16
id_28
0.15
id_16
0.15
MOST FREQUENT VALUES
0.0
124,108
88.9%
1.0
8,833
6.3%
2.0
2,688
1.9%
3.0
1,069
0.8%
27.0
658
0.5%
4.0
481
0.3%
30.0
346
0.2%
5.0
242
0.2%
6.0
137
0.1%
7.0
134
0.1%
31.0
113
0.1%
8.0
92
0.1%
11.0
80
0.1%
13.0
80
0.1%
10.0
71
0.1%
SMALLEST VALUES
0.0
124,108
88.9%
1.0
8,833
6.3%
2.0
2,688
1.9%
3.0
1,069
0.8%
4.0
481
0.3%
5.0
242
0.2%
6.0
137
0.1%
7.0
134
0.1%
8.0
92
0.1%
9.0
46
0.0%
10.0
71
0.1%
11.0
80
0.1%
12.0
56
0.0%
13.0
80
0.1%
14.0
56
0.0%
LARGEST VALUES
41.0
1
0.0%
40.0
3
0.0%
39.0
2
0.0%
38.0
2
0.0%
37.0
16
0.0%
36.0
39
0.0%
35.0
3
0.0%
34.0
4
0.0%
33.0
8
0.0%
32.0
21
0.0%
31.0
113
0.1%
30.0
346
0.2%
29.0
10
0.0%
28.0
6
0.0%
27.0
658
0.5%
279
V184
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
17
(0%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.544
VAR
0.296
KURT.
90.3
SKEW
7.36
SUM
18,507
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V185
0.82
V146
0.75
V238
0.74
V239
0.71
V147
0.71
V300
0.56
V301
0.55
V235
0.51
V139
0.45
V140
0.43
V170
0.39
V181
0.38
V157
0.33
V158
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.34
id_12
0.26
id_16
0.24
id_15
0.23
id_29
0.23
id_28
0.23
isFraud
0.12
id_30
0.10
V142
0.10
V141
0.09
V260
0.09
V92
0.07
ProductCD
0.07
V82
0.07
MOST FREQUENT VALUES
0.0
127,855
91.4%
1.0
8,175
5.8%
2.0
2,356
1.7%
3.0
852
0.6%
4.0
310
0.2%
5.0
118
0.1%
6.0
44
0.0%
8.0
43
0.0%
7.0
24
0.0%
11.0
21
0.0%
9.0
9
0.0%
12.0
4
0.0%
10.0
4
0.0%
13.0
1
0.0%
14.0
1
0.0%
SMALLEST VALUES
0.0
127,855
91.4%
1.0
8,175
5.8%
2.0
2,356
1.7%
3.0
852
0.6%
4.0
310
0.2%
5.0
118
0.1%
6.0
44
0.0%
7.0
24
0.0%
8.0
43
0.0%
9.0
9
0.0%
10.0
4
0.0%
11.0
21
0.0%
12.0
4
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
1
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
4
0.0%
11.0
21
0.0%
10.0
4
0.0%
9.0
9
0.0%
8.0
43
0.0%
7.0
24
0.0%
6.0
44
0.0%
5.0
118
0.1%
4.0
310
0.2%
3.0
852
0.6%
2.0
2,356
1.7%
280
V185
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
32
(0%)
MAX
31.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.700
VAR
0.490
KURT.
226
SKEW
9.94
SUM
24,315
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V184
0.82
V181
0.69
V147
0.66
V235
0.66
V239
0.66
V146
0.65
V238
0.63
V328
0.59
V297
0.55
V183
0.54
V104
0.54
V171
0.52
V330
0.50
V237
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.40
id_12
0.31
id_16
0.24
id_15
0.24
id_29
0.24
id_28
0.23
ProductCD
0.17
P_emaildomain
0.15
R_emaildomain
0.15
V174
0.15
id_30
0.14
isFraud
0.11
V289
0.11
V288
0.10
MOST FREQUENT VALUES
0.0
126,057
90.2%
1.0
8,316
5.9%
2.0
2,445
1.7%
3.0
2,237
1.6%
4.0
391
0.3%
5.0
142
0.1%
6.0
80
0.1%
7.0
33
0.0%
8.0
26
0.0%
11.0
25
0.0%
9.0
24
0.0%
10.0
8
0.0%
12.0
7
0.0%
16.0
4
0.0%
14.0
3
0.0%
SMALLEST VALUES
0.0
126,057
90.2%
1.0
8,316
5.9%
2.0
2,445
1.7%
3.0
2,237
1.6%
4.0
391
0.3%
5.0
142
0.1%
6.0
80
0.1%
7.0
33
0.0%
8.0
26
0.0%
9.0
24
0.0%
10.0
8
0.0%
11.0
25
0.0%
12.0
7
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
31.0
1
0.0%
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
1
0.0%
25.0
1
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
281
V186
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
39
(0%)
MAX
38.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
38.0
IQR
0.00
STD
1.22
VAR
1.50
KURT.
338
SKEW
16.5
SUM
160k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V190
0.93
V196
0.91
V191
0.89
V199
0.88
V176
0.84
V242
0.84
V207
0.83
V172
0.83
V244
0.82
V193
0.82
V187
0.76
V192
0.72
V246
0.72
V257
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.33
V194
0.19
id_29
0.18
id_28
0.18
id_35
0.17
id_15
0.16
isFraud
0.15
DeviceType
0.15
id_36
0.14
id_38
0.14
id_37
0.14
V108
0.09
V110
0.09
V109
0.09
MOST FREQUENT VALUES
1.0
132,235
94.7%
2.0
4,599
3.3%
3.0
1,004
0.7%
4.0
499
0.4%
5.0
288
0.2%
6.0
189
0.1%
7.0
138
0.1%
8.0
102
0.1%
9.0
100
0.1%
10.0
49
0.0%
11.0
45
0.0%
12.0
34
0.0%
22.0
28
0.0%
20.0
26
0.0%
13.0
23
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
132,235
94.7%
2.0
4,599
3.3%
3.0
1,004
0.7%
4.0
499
0.4%
5.0
288
0.2%
6.0
189
0.1%
7.0
138
0.1%
8.0
102
0.1%
9.0
100
0.1%
10.0
49
0.0%
11.0
45
0.0%
12.0
34
0.0%
13.0
23
0.0%
14.0
16
0.0%
LARGEST VALUES
38.0
2
0.0%
37.0
7
0.0%
36.0
3
0.0%
35.0
3
0.0%
34.0
2
0.0%
33.0
6
0.0%
32.0
7
0.0%
31.0
13
0.0%
30.0
10
0.0%
29.0
14
0.0%
28.0
12
0.0%
27.0
6
0.0%
26.0
15
0.0%
25.0
6
0.0%
24.0
9
0.0%
282
V187
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
215
(0%)
MAX
218
95%
2
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
218
IQR
0.00
STD
9.88
VAR
97.7
KURT.
267
SKEW
15.7
SUM
257k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V192
0.96
V193
0.93
V207
0.82
V191
0.82
V196
0.80
V186
0.76
V172
0.72
V242
0.71
V244
0.70
V190
0.67
V199
0.62
V234
0.62
V176
0.60
V246
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.27
V240
0.21
V241
0.21
V194
0.21
V260
0.15
ProductCD
0.12
id_35
0.09
id_29
0.08
id_28
0.08
id_34
0.08
id_30
0.08
id_32
0.08
id_15
0.08
R_emaildomain
0.07
MOST FREQUENT VALUES
1.0
130,076
93.2%
2.0
5,812
4.2%
3.0
1,170
0.8%
4.0
520
0.4%
5.0
276
0.2%
6.0
177
0.1%
7.0
169
0.1%
8.0
107
0.1%
9.0
72
0.1%
13.0
56
0.0%
12.0
56
0.0%
10.0
50
0.0%
11.0
36
0.0%
84.0
24
0.0%
14.0
24
0.0%
SMALLEST VALUES
0.0
5
0.0%
1.0
130,076
93.2%
2.0
5,812
4.2%
3.0
1,170
0.8%
4.0
520
0.4%
5.0
276
0.2%
6.0
177
0.1%
7.0
169
0.1%
8.0
107
0.1%
9.0
72
0.1%
10.0
50
0.0%
11.0
36
0.0%
12.0
56
0.0%
13.0
56
0.0%
14.0
24
0.0%
LARGEST VALUES
218.0
2
0.0%
217.0
1
0.0%
216.0
4
0.0%
215.0
6
0.0%
214.0
9
0.0%
213.0
4
0.0%
212.0
5
0.0%
211.0
3
0.0%
210.0
2
0.0%
209.0
2
0.0%
208.0
2
0.0%
207.0
5
0.0%
206.0
4
0.0%
205.0
6
0.0%
203.0
3
0.0%
283
V188
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
31
(0%)
MAX
30.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.671
VAR
0.451
KURT.
325
SKEW
13.0
SUM
142k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V189
0.90
V200
0.78
V201
0.74
V170
0.66
V244
0.66
V242
0.63
V246
0.57
V257
0.52
V171
0.52
V197
0.49
V228
0.46
V195
0.45
V148
0.44
V149
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.57
isFraud
0.29
id_38
0.23
id_35
0.23
id_29
0.22
id_15
0.22
id_28
0.22
id_36
0.22
id_37
0.22
V82
0.22
DeviceType
0.21
V79
0.20
V83
0.19
V92
0.18
MOST FREQUENT VALUES
1.0
123,940
88.6%
0.0
9,693
6.9%
2.0
4,257
3.0%
3.0
877
0.6%
4.0
377
0.3%
5.0
194
0.1%
6.0
158
0.1%
7.0
107
0.1%
11.0
44
0.0%
9.0
39
0.0%
8.0
35
0.0%
14.0
22
0.0%
10.0
16
0.0%
12.0
13
0.0%
13.0
8
0.0%
SMALLEST VALUES
0.0
9,693
6.9%
1.0
123,940
88.6%
2.0
4,257
3.0%
3.0
877
0.6%
4.0
377
0.3%
5.0
194
0.1%
6.0
158
0.1%
7.0
107
0.1%
8.0
35
0.0%
9.0
39
0.0%
10.0
16
0.0%
11.0
44
0.0%
12.0
13
0.0%
13.0
8
0.0%
14.0
22
0.0%
LARGEST VALUES
30.0
2
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
2
0.0%
25.0
2
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
3
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
4
0.0%
17.0
7
0.0%
16.0
4
0.0%
284
V189
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
31
(0%)
MAX
30.0
95%
2.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.793
VAR
0.628
KURT.
226
SKEW
11.8
SUM
145k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V188
0.90
V201
0.80
V200
0.71
V244
0.66
V242
0.65
V170
0.60
V195
0.60
V198
0.60
V246
0.57
V171
0.57
V257
0.52
V197
0.47
V243
0.47
V258
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.53
isFraud
0.30
id_35
0.20
id_38
0.20
id_29
0.20
id_28
0.20
id_15
0.19
id_36
0.19
id_37
0.19
V82
0.19
V79
0.18
DeviceType
0.18
V83
0.18
V52
0.17
MOST FREQUENT VALUES
1.0
123,163
88.1%
0.0
9,579
6.9%
2.0
4,656
3.3%
3.0
1,067
0.8%
4.0
442
0.3%
5.0
240
0.2%
7.0
134
0.1%
6.0
121
0.1%
8.0
96
0.1%
9.0
72
0.1%
13.0
69
0.0%
11.0
38
0.0%
14.0
30
0.0%
10.0
26
0.0%
15.0
23
0.0%
SMALLEST VALUES
0.0
9,579
6.9%
1.0
123,163
88.1%
2.0
4,656
3.3%
3.0
1,067
0.8%
4.0
442
0.3%
5.0
240
0.2%
6.0
121
0.1%
7.0
134
0.1%
8.0
96
0.1%
9.0
72
0.1%
10.0
26
0.0%
11.0
38
0.0%
12.0
19
0.0%
13.0
69
0.0%
14.0
30
0.0%
LARGEST VALUES
30.0
2
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
2
0.0%
25.0
2
0.0%
24.0
1
0.0%
23.0
1
0.0%
22.0
3
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
4
0.0%
18.0
7
0.0%
17.0
10
0.0%
16.0
7
0.0%
285
V190
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
43
(0%)
MAX
42.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
42.0
IQR
0.00
STD
1.48
VAR
2.19
KURT.
266
SKEW
14.6
SUM
169k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V199
0.96
V186
0.93
V176
0.91
V246
0.89
V196
0.79
V191
0.79
V257
0.78
V228
0.73
V172
0.73
V207
0.72
V193
0.71
V244
0.70
V242
0.70
V187
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.29
isFraud
0.20
V194
0.20
id_29
0.18
id_28
0.18
id_35
0.17
id_15
0.16
V51
0.14
DeviceType
0.14
V46
0.14
V47
0.12
V52
0.12
id_37
0.12
id_36
0.12
MOST FREQUENT VALUES
1.0
128,846
92.3%
2.0
6,836
4.9%
3.0
1,477
1.1%
4.0
674
0.5%
5.0
394
0.3%
6.0
284
0.2%
7.0
188
0.1%
8.0
128
0.1%
9.0
113
0.1%
10.0
81
0.1%
11.0
72
0.1%
12.0
57
0.0%
13.0
34
0.0%
15.0
31
0.0%
14.0
31
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
128,846
92.3%
2.0
6,836
4.9%
3.0
1,477
1.1%
4.0
674
0.5%
5.0
394
0.3%
6.0
284
0.2%
7.0
188
0.1%
8.0
128
0.1%
9.0
113
0.1%
10.0
81
0.1%
11.0
72
0.1%
12.0
57
0.0%
13.0
34
0.0%
14.0
31
0.0%
LARGEST VALUES
42.0
1
0.0%
41.0
1
0.0%
40.0
3
0.0%
39.0
9
0.0%
38.0
5
0.0%
37.0
7
0.0%
36.0
8
0.0%
35.0
10
0.0%
34.0
6
0.0%
33.0
8
0.0%
32.0
8
0.0%
31.0
12
0.0%
30.0
14
0.0%
29.0
11
0.0%
28.0
22
0.0%
286
V191
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
22
(0%)
MAX
21.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.678
VAR
0.459
KURT.
371
SKEW
17.8
SUM
148k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V196
0.97
V193
0.92
V186
0.89
V207
0.89
V172
0.86
V247
0.83
V192
0.83
V187
0.82
V190
0.79
V199
0.74
V176
0.71
V252
0.64
V205
0.61
V249
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.33
V194
0.24
id_29
0.24
id_28
0.24
id_15
0.23
id_35
0.23
id_38
0.23
id_37
0.23
id_36
0.23
DeviceType
0.22
ProductCD
0.11
V240
0.07
V241
0.07
id_16
0.07
MOST FREQUENT VALUES
1.0
136,888
98.0%
2.0
1,647
1.2%
3.0
288
0.2%
4.0
152
0.1%
5.0
108
0.1%
6.0
83
0.1%
7.0
69
0.0%
8.0
60
0.0%
12.0
49
0.0%
10.0
46
0.0%
9.0
39
0.0%
13.0
37
0.0%
11.0
32
0.0%
14.0
19
0.0%
17.0
18
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
136,888
98.0%
2.0
1,647
1.2%
3.0
288
0.2%
4.0
152
0.1%
5.0
108
0.1%
6.0
83
0.1%
7.0
69
0.0%
8.0
60
0.0%
9.0
39
0.0%
10.0
46
0.0%
11.0
32
0.0%
12.0
49
0.0%
13.0
37
0.0%
14.0
19
0.0%
LARGEST VALUES
21.0
6
0.0%
20.0
13
0.0%
19.0
16
0.0%
18.0
15
0.0%
17.0
18
0.0%
16.0
13
0.0%
15.0
16
0.0%
14.0
19
0.0%
13.0
37
0.0%
12.0
49
0.0%
11.0
32
0.0%
10.0
46
0.0%
9.0
39
0.0%
8.0
60
0.0%
7.0
69
0.0%
287
V192
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
45
(0%)
MAX
44.0
95%
1.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
2.64
VAR
6.95
KURT.
172
SKEW
12.9
SUM
173k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V187
0.96
V193
0.96
V191
0.83
V207
0.79
V196
0.78
V186
0.72
V172
0.70
V247
0.69
V234
0.64
V190
0.63
V215
0.60
V199
0.58
V176
0.57
V249
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.25
V240
0.21
V241
0.21
V194
0.21
V260
0.15
ProductCD
0.13
id_15
0.11
id_29
0.11
id_28
0.11
id_35
0.11
id_38
0.09
DeviceType
0.08
id_37
0.08
R_emaildomain
0.07
MOST FREQUENT VALUES
1.0
135,994
97.4%
2.0
2,129
1.5%
3.0
298
0.2%
40.0
116
0.1%
38.0
102
0.1%
4.0
91
0.1%
34.0
61
0.0%
33.0
54
0.0%
41.0
49
0.0%
37.0
42
0.0%
5.0
40
0.0%
6.0
37
0.0%
8.0
36
0.0%
39.0
35
0.0%
25.0
33
0.0%
SMALLEST VALUES
0.0
5
0.0%
1.0
135,994
97.4%
2.0
2,129
1.5%
3.0
298
0.2%
4.0
91
0.1%
5.0
40
0.0%
6.0
37
0.0%
7.0
19
0.0%
8.0
36
0.0%
9.0
16
0.0%
10.0
20
0.0%
11.0
10
0.0%
12.0
4
0.0%
13.0
2
0.0%
14.0
9
0.0%
LARGEST VALUES
44.0
6
0.0%
43.0
25
0.0%
42.0
28
0.0%
41.0
49
0.0%
40.0
116
0.1%
39.0
35
0.0%
38.0
102
0.1%
37.0
42
0.0%
36.0
15
0.0%
35.0
16
0.0%
34.0
61
0.0%
33.0
54
0.0%
32.0
28
0.0%
31.0
22
0.0%
30.0
29
0.0%
288
V193
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
38
(0%)
MAX
37.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
37.0
IQR
0.00
STD
1.71
VAR
2.94
KURT.
230
SKEW
14.6
SUM
161k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V192
0.96
V187
0.93
V191
0.92
V207
0.89
V196
0.89
V186
0.82
V172
0.80
V247
0.74
V190
0.71
V199
0.66
V176
0.64
V234
0.60
V252
0.58
V249
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.29
V194
0.20
V240
0.18
V241
0.18
id_29
0.13
id_28
0.13
ProductCD
0.13
id_15
0.12
id_35
0.12
V260
0.12
id_38
0.11
DeviceType
0.11
id_37
0.10
id_36
0.10
MOST FREQUENT VALUES
1.0
136,424
97.7%
2.0
1,811
1.3%
3.0
247
0.2%
4.0
83
0.1%
14.0
60
0.0%
7.0
55
0.0%
5.0
51
0.0%
29.0
50
0.0%
12.0
48
0.0%
26.0
47
0.0%
15.0
43
0.0%
13.0
42
0.0%
10.0
42
0.0%
6.0
41
0.0%
16.0
41
0.0%
SMALLEST VALUES
0.0
15
0.0%
1.0
136,424
97.7%
2.0
1,811
1.3%
3.0
247
0.2%
4.0
83
0.1%
5.0
51
0.0%
6.0
41
0.0%
7.0
55
0.0%
8.0
34
0.0%
9.0
36
0.0%
10.0
42
0.0%
11.0
34
0.0%
12.0
48
0.0%
13.0
42
0.0%
14.0
60
0.0%
LARGEST VALUES
37.0
1
0.0%
36.0
31
0.0%
35.0
19
0.0%
34.0
11
0.0%
33.0
5
0.0%
32.0
23
0.0%
31.0
24
0.0%
30.0
35
0.0%
29.0
50
0.0%
28.0
40
0.0%
27.0
27
0.0%
26.0
47
0.0%
25.0
40
0.0%
24.0
22
0.0%
23.0
27
0.0%
289
V194
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
8
(0%)
TOP CATEGORIES
1.0
128,509
92%
0.0
9,693
7%
2.0
1,307
1%
3.0
201
0%
4.0
51
0%
5.0
42
0%
6.0
15
0%
7.0
1
0%
ALL
139,819
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V194
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V194:
id_28
0.25
id_29
0.24
id_15
0.23
id_37
0.16
id_35
0.15
id_38
0.14
id_36
0.14
DeviceType
0.14
id_16
0.11
V240
0.07
V241
0.07
id_30
0.06
V260
0.06
ProductCD
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
CORRELATION RATIO WITH...
V197
0.94
V195
0.89
V198
0.74
V188
0.57
V189
0.53
id_11
0.46
D13
0.46
V247
0.43
V185
0.40
V252
0.39
V146
0.38
V156
0.38
V251
0.38
V200
0.38
290
V195
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
17
(0%)
MAX
16.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.376
VAR
0.142
KURT.
261
SKEW
8.80
SUM
133k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V198
0.91
V197
0.80
D13
-0.71
V189
0.60
V247
0.50
V188
0.45
V155
0.44
V156
0.43
V154
0.43
V153
0.42
V148
0.41
V149
0.40
V157
0.40
V201
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.89
id_15
0.36
id_28
0.36
id_29
0.36
id_37
0.35
id_35
0.35
id_38
0.35
id_36
0.35
DeviceType
0.33
V240
0.19
V241
0.19
V260
0.17
id_16
0.16
V174
0.14
MOST FREQUENT VALUES
1.0
128,253
91.7%
0.0
9,579
6.9%
2.0
1,535
1.1%
3.0
248
0.2%
8.0
66
0.0%
4.0
60
0.0%
6.0
31
0.0%
5.0
22
0.0%
7.0
8
0.0%
15.0
5
0.0%
16.0
4
0.0%
14.0
2
0.0%
10.0
2
0.0%
12.0
1
0.0%
9.0
1
0.0%
SMALLEST VALUES
0.0
9,579
6.9%
1.0
128,253
91.7%
2.0
1,535
1.1%
3.0
248
0.2%
4.0
60
0.0%
5.0
22
0.0%
6.0
31
0.0%
7.0
8
0.0%
8.0
66
0.0%
9.0
1
0.0%
10.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
2
0.0%
LARGEST VALUES
16.0
4
0.0%
15.0
5
0.0%
14.0
2
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
2
0.0%
9.0
1
0.0%
8.0
66
0.0%
7.0
8
0.0%
6.0
31
0.0%
5.0
22
0.0%
4.0
60
0.0%
3.0
248
0.2%
2.0
1,535
1.1%
291
V196
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
39
(0%)
MAX
38.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
38.0
IQR
0.00
STD
1.11
VAR
1.22
KURT.
492
SKEW
20.6
SUM
151k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V191
0.97
V207
0.91
V186
0.91
V172
0.89
V193
0.89
V187
0.80
V190
0.79
V192
0.78
V252
0.78
V199
0.74
V176
0.72
V247
0.66
V205
0.63
V234
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.35
V194
0.19
id_29
0.16
id_28
0.16
id_15
0.15
id_38
0.15
id_35
0.15
DeviceType
0.15
id_37
0.15
id_36
0.15
ProductCD
0.11
V240
0.10
V241
0.10
M4
0.07
MOST FREQUENT VALUES
1.0
136,911
98.1%
2.0
1,415
1.0%
3.0
335
0.2%
4.0
212
0.2%
5.0
118
0.1%
6.0
81
0.1%
8.0
60
0.0%
9.0
57
0.0%
7.0
51
0.0%
11.0
39
0.0%
10.0
30
0.0%
20.0
25
0.0%
17.0
21
0.0%
18.0
20
0.0%
21.0
20
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
136,911
98.1%
2.0
1,415
1.0%
3.0
335
0.2%
4.0
212
0.2%
5.0
118
0.1%
6.0
81
0.1%
7.0
51
0.0%
8.0
60
0.0%
9.0
57
0.0%
10.0
30
0.0%
11.0
39
0.0%
12.0
20
0.0%
13.0
15
0.0%
14.0
9
0.0%
LARGEST VALUES
38.0
2
0.0%
37.0
9
0.0%
36.0
6
0.0%
35.0
4
0.0%
34.0
8
0.0%
33.0
3
0.0%
32.0
3
0.0%
31.0
5
0.0%
30.0
10
0.0%
29.0
7
0.0%
28.0
13
0.0%
27.0
6
0.0%
26.0
19
0.0%
25.0
9
0.0%
24.0
4
0.0%
292
V197
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
15
(0%)
MAX
14.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.9
Q1
1.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.337
VAR
0.113
KURT.
121
SKEW
4.18
SUM
133k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V195
0.80
V198
0.77
D13
-0.75
V188
0.49
V189
0.47
V155
0.47
V156
0.47
V148
0.43
V149
0.43
V157
0.43
V158
0.42
V252
0.41
V154
0.39
V153
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.94
id_28
0.40
id_15
0.40
id_29
0.39
id_35
0.39
id_37
0.39
id_38
0.38
id_36
0.38
DeviceType
0.37
V240
0.24
V241
0.24
V260
0.20
id_16
0.19
id_30
0.18
MOST FREQUENT VALUES
1.0
128,419
91.8%
0.0
9,693
6.9%
2.0
1,256
0.9%
3.0
235
0.2%
4.0
102
0.1%
5.0
68
0.0%
6.0
15
0.0%
7.0
14
0.0%
8.0
7
0.0%
13.0
2
0.0%
11.0
2
0.0%
12.0
2
0.0%
9.0
2
0.0%
14.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
9,693
6.9%
1.0
128,419
91.8%
2.0
1,256
0.9%
3.0
235
0.2%
4.0
102
0.1%
5.0
68
0.0%
6.0
15
0.0%
7.0
14
0.0%
8.0
7
0.0%
9.0
2
0.0%
10.0
1
0.0%
11.0
2
0.0%
12.0
2
0.0%
13.0
2
0.0%
14.0
1
0.0%
LARGEST VALUES
14.0
1
0.0%
13.0
2
0.0%
12.0
2
0.0%
11.0
2
0.0%
10.0
1
0.0%
9.0
2
0.0%
8.0
7
0.0%
7.0
14
0.0%
6.0
15
0.0%
5.0
68
0.0%
4.0
102
0.1%
3.0
235
0.2%
2.0
1,256
0.9%
1.0
128,419
91.8%
0.0
9,693
6.9%
293
V198
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
22
(0%)
MAX
21.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.493
VAR
0.243
KURT.
419
SKEW
15.3
SUM
134k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V195
0.91
V197
0.77
D13
-0.71
V189
0.60
V252
0.52
V247
0.45
V156
0.45
V155
0.43
V149
0.41
V158
0.40
V185
0.40
V148
0.39
V157
0.39
V201
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.74
id_15
0.29
id_28
0.28
id_37
0.28
id_29
0.28
id_35
0.28
id_36
0.28
id_38
0.28
DeviceType
0.26
V174
0.16
V240
0.14
V241
0.14
isFraud
0.14
V260
0.13
MOST FREQUENT VALUES
1.0
128,276
91.7%
0.0
9,579
6.9%
2.0
1,318
0.9%
3.0
297
0.2%
4.0
121
0.1%
14.0
58
0.0%
5.0
50
0.0%
6.0
26
0.0%
8.0
19
0.0%
11.0
17
0.0%
7.0
13
0.0%
9.0
12
0.0%
10.0
9
0.0%
12.0
9
0.0%
13.0
4
0.0%
SMALLEST VALUES
0.0
9,579
6.9%
1.0
128,276
91.7%
2.0
1,318
0.9%
3.0
297
0.2%
4.0
121
0.1%
5.0
50
0.0%
6.0
26
0.0%
7.0
13
0.0%
8.0
19
0.0%
9.0
12
0.0%
10.0
9
0.0%
11.0
17
0.0%
12.0
9
0.0%
13.0
4
0.0%
14.0
58
0.0%
LARGEST VALUES
21.0
4
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
1
0.0%
15.0
1
0.0%
14.0
58
0.0%
13.0
4
0.0%
12.0
9
0.0%
11.0
17
0.0%
10.0
9
0.0%
9.0
12
0.0%
8.0
19
0.0%
7.0
13
0.0%
294
V199
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
46
(0%)
MAX
45.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
1.67
VAR
2.80
KURT.
237
SKEW
13.8
SUM
177k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V190
0.96
V186
0.88
V257
0.87
V176
0.86
V246
0.81
V196
0.74
V191
0.74
V258
0.70
V44
0.69
V172
0.68
V207
0.68
V45
0.67
V193
0.66
V228
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.27
isFraud
0.23
V51
0.20
id_29
0.19
V194
0.19
id_28
0.19
V46
0.18
V52
0.17
V47
0.17
id_15
0.16
id_35
0.16
V114
0.14
V116
0.14
V115
0.13
MOST FREQUENT VALUES
1.0
125,279
89.7%
2.0
9,231
6.6%
3.0
2,119
1.5%
4.0
871
0.6%
5.0
462
0.3%
6.0
333
0.2%
7.0
239
0.2%
8.0
164
0.1%
9.0
136
0.1%
10.0
98
0.1%
11.0
74
0.1%
12.0
68
0.0%
13.0
43
0.0%
19.0
31
0.0%
15.0
30
0.0%
SMALLEST VALUES
0.0
17
0.0%
1.0
125,279
89.7%
2.0
9,231
6.6%
3.0
2,119
1.5%
4.0
871
0.6%
5.0
462
0.3%
6.0
333
0.2%
7.0
239
0.2%
8.0
164
0.1%
9.0
136
0.1%
10.0
98
0.1%
11.0
74
0.1%
12.0
68
0.0%
13.0
43
0.0%
14.0
30
0.0%
LARGEST VALUES
45.0
1
0.0%
44.0
1
0.0%
43.0
3
0.0%
42.0
8
0.0%
41.0
5
0.0%
40.0
6
0.0%
39.0
5
0.0%
38.0
7
0.0%
37.0
9
0.0%
36.0
7
0.0%
35.0
10
0.0%
34.0
14
0.0%
33.0
12
0.0%
32.0
19
0.0%
31.0
12
0.0%
295
V200
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
46
(0%)
MAX
45.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
1.25
VAR
1.57
KURT.
393
SKEW
16.6
SUM
157k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V201
0.94
V170
0.81
V188
0.78
V257
0.75
V189
0.71
V44
0.69
V246
0.68
V45
0.66
V171
0.63
V258
0.63
V86
0.56
V199
0.55
V157
0.54
V228
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.38
isFraud
0.31
V51
0.28
V46
0.25
V52
0.25
V47
0.25
V114
0.20
V116
0.20
V115
0.20
V111
0.19
V113
0.19
V112
0.19
V108
0.18
V110
0.18
MOST FREQUENT VALUES
1.0
117,750
84.2%
0.0
9,693
6.9%
2.0
8,523
6.1%
3.0
1,723
1.2%
4.0
728
0.5%
5.0
366
0.3%
6.0
293
0.2%
7.0
161
0.1%
9.0
105
0.1%
8.0
104
0.1%
10.0
61
0.0%
12.0
36
0.0%
11.0
33
0.0%
36.0
28
0.0%
20.0
24
0.0%
SMALLEST VALUES
0.0
9,693
6.9%
1.0
117,750
84.2%
2.0
8,523
6.1%
3.0
1,723
1.2%
4.0
728
0.5%
5.0
366
0.3%
6.0
293
0.2%
7.0
161
0.1%
8.0
104
0.1%
9.0
105
0.1%
10.0
61
0.0%
11.0
33
0.0%
12.0
36
0.0%
13.0
19
0.0%
14.0
15
0.0%
LARGEST VALUES
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
2
0.0%
40.0
3
0.0%
39.0
2
0.0%
38.0
2
0.0%
37.0
4
0.0%
36.0
28
0.0%
35.0
5
0.0%
34.0
4
0.0%
33.0
6
0.0%
32.0
5
0.0%
31.0
4
0.0%
296
V201
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
56
(0%)
MAX
55.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
1.42
VAR
2.01
KURT.
369
SKEW
15.7
SUM
162k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V200
0.94
V189
0.80
V170
0.77
V188
0.74
V257
0.73
V171
0.68
V246
0.67
V44
0.67
V45
0.67
V258
0.64
V86
0.54
V244
0.54
V242
0.53
V199
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.36
isFraud
0.32
V51
0.26
V52
0.25
V47
0.25
V46
0.24
V114
0.21
V116
0.21
V115
0.21
V111
0.19
V113
0.19
V112
0.19
V108
0.18
V110
0.18
MOST FREQUENT VALUES
1.0
116,412
83.3%
0.0
9,579
6.9%
2.0
9,285
6.6%
3.0
1,922
1.4%
4.0
860
0.6%
5.0
422
0.3%
6.0
270
0.2%
7.0
186
0.1%
9.0
178
0.1%
8.0
134
0.1%
10.0
98
0.1%
15.0
80
0.1%
11.0
64
0.0%
12.0
44
0.0%
13.0
40
0.0%
SMALLEST VALUES
0.0
9,579
6.9%
1.0
116,412
83.3%
2.0
9,285
6.6%
3.0
1,922
1.4%
4.0
860
0.6%
5.0
422
0.3%
6.0
270
0.2%
7.0
186
0.1%
8.0
134
0.1%
9.0
178
0.1%
10.0
98
0.1%
11.0
64
0.0%
12.0
44
0.0%
13.0
40
0.0%
14.0
24
0.0%
LARGEST VALUES
55.0
1
0.0%
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
3
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
2
0.0%
44.0
2
0.0%
43.0
2
0.0%
42.0
5
0.0%
41.0
4
0.0%
297
V202
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
10,970
(8%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
4,684
VAR
21.9M
KURT.
230
SKEW
14.6
SUM
62.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V211
0.99
V167
0.99
V306
0.99
V177
0.99
V331
0.99
V126
0.99
V316
0.98
V132
0.98
V101
0.98
V322
0.98
V293
0.98
V279
0.98
V95
0.98
V164
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.25
P_emaildomain
0.24
V174
0.23
V289
0.23
V288
0.22
V240
0.22
V241
0.22
id_12
0.20
V260
0.17
id_30
0.16
card4
0.11
id_16
0.10
id_15
0.09
MOST FREQUENT VALUES
0.0
106,161
76.0%
100.0
2,186
1.6%
200.0
1,500
1.1%
50.0
1,391
1.0%
150.0
1,256
0.9%
300.0
1,046
0.7%
400.0
589
0.4%
25.0
530
0.4%
250.0
477
0.3%
75.0
472
0.3%
600.0
456
0.3%
500.0
374
0.3%
30.0
298
0.2%
20.0
282
0.2%
450.0
272
0.2%
SMALLEST VALUES
0.0
106,161
76.0%
0.2915000021457672
2
0.0%
0.4239999949932097
1
0.0%
0.5830000042915344
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
11
0.0%
0.928600013256073
1
0.0%
1.000599980354309
7
0.0%
1.170199990272522
1
0.0%
1.3085999488830566
2
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
2
0.0%
1.7563999891281128
10
0.0%
1.857200026512146
1
0.0%
1.8602999448776243
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
94053.0
1
0.0%
93947.0
1
0.0%
93841.0
1
0.0%
93735.0
1
0.0%
93629.0
1
0.0%
93523.0
1
0.0%
93417.0
1
0.0%
93311.0
1
0.0%
93205.0
1
0.0%
93099.0
1
0.0%
92993.0
1
0.0%
92887.0
1
0.0%
92781.0
1
0.0%
298
V203
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
14,951
(10%)
MAX
140k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
140k
IQR
30.9
STD
9,106
VAR
82.9M
KURT.
121
SKEW
10.6
SUM
150.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V204
0.96
V212
0.96
V168
0.92
V182
0.92
V265
0.92
V180
0.91
V213
0.91
V178
0.91
V179
0.89
V263
0.88
V127
0.87
V332
0.87
V133
0.87
V307
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.31
V241
0.31
R_emaildomain
0.25
ProductCD
0.25
P_emaildomain
0.23
V260
0.23
V174
0.22
V289
0.21
V288
0.20
id_12
0.20
id_30
0.15
V173
0.14
id_29
0.11
id_28
0.11
MOST FREQUENT VALUES
0.0
98,207
70.3%
100.0
2,372
1.7%
200.0
1,580
1.1%
50.0
1,553
1.1%
150.0
1,341
1.0%
300.0
1,104
0.8%
400.0
646
0.5%
25.0
593
0.4%
75.0
541
0.4%
250.0
533
0.4%
600.0
503
0.4%
500.0
411
0.3%
30.0
350
0.3%
40.0
301
0.2%
450.0
273
0.2%
SMALLEST VALUES
0.0
98,207
70.3%
0.2915000021457672
3
0.0%
0.4239999949932097
1
0.0%
0.5830000042915344
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
1
0.0%
1.000599980354309
6
0.0%
1.170199990272522
1
0.0%
1.3085999488830566
2
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
2
0.0%
1.7563999891281128
7
0.0%
1.857200026512146
1
0.0%
1.8602999448776243
1
0.0%
LARGEST VALUES
139777.0
1
0.0%
139762.0
1
0.0%
139736.0
1
0.0%
139732.0
1
0.0%
139677.0
1
0.0%
139630.0
1
0.0%
139524.0
1
0.0%
139418.0
1
0.0%
139331.0
1
0.0%
139312.0
1
0.0%
139242.0
1
0.0%
139221.0
1
0.0%
139111.0
1
0.0%
139001.0
1
0.0%
138891.0
1
0.0%
299
V204
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
12,858
(9%)
MAX
104k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
20.0
STD
6,049
VAR
36.6M
KURT.
150
SKEW
11.7
SUM
95.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V212
0.98
V168
0.98
V213
0.98
V203
0.96
V178
0.96
V179
0.96
V265
0.95
V308
0.95
V128
0.95
V333
0.95
V127
0.94
V332
0.94
V134
0.94
V318
0.94

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
V240
0.28
V241
0.28
R_emaildomain
0.28
P_emaildomain
0.25
V174
0.25
V289
0.24
V288
0.23
id_12
0.21
V260
0.21
id_30
0.17
card4
0.12
id_29
0.11
id_28
0.11
MOST FREQUENT VALUES
0.0
101,660
72.8%
100.0
2,289
1.6%
200.0
1,541
1.1%
50.0
1,507
1.1%
150.0
1,306
0.9%
300.0
1,078
0.8%
400.0
626
0.4%
25.0
599
0.4%
75.0
523
0.4%
250.0
498
0.4%
600.0
484
0.3%
500.0
392
0.3%
30.0
391
0.3%
40.0
329
0.2%
20.0
280
0.2%
SMALLEST VALUES
0.0
101,660
72.8%
0.2915000021457672
2
0.0%
0.4239999949932097
1
0.0%
0.5830000042915344
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
9
0.0%
0.928600013256073
1
0.0%
1.000599980354309
6
0.0%
1.170199990272522
1
0.0%
1.3085999488830566
2
0.0%
1.5327999591827393
1
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
2
0.0%
1.7563999891281128
8
0.0%
1.857200026512146
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
102387.0
1
0.0%
102331.0
1
0.0%
102275.0
1
0.0%
102219.0
1
0.0%
102163.0
1
0.0%
102107.0
1
0.0%
102051.0
1
0.0%
101995.0
1
0.0%
101939.0
1
0.0%
101883.0
1
0.0%
101827.0
1
0.0%
101771.0
1
0.0%
101715.0
1
0.0%
101659.0
1
0.0%
300
V205
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
2,240
(2%)
MAX
55,125
95%
33
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
267
VAR
71,046
KURT.
14,548
SKEW
84.9
SUM
2.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V266
0.98
V269
0.98
V268
0.83
V207
0.76
V206
0.76
V129
0.72
V309
0.72
V334
0.70
V311
0.70
V172
0.66
V312
0.65
V131
0.64
V196
0.63
V336
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.31
V240
0.11
V241
0.11
V194
0.11
V89
0.08
V286
0.08
V68
0.08
V260
0.08
V28
0.08
V174
0.08
ProductCD
0.07
V141
0.07
V27
0.07
id_29
0.06
MOST FREQUENT VALUES
0.0
128,800
92.2%
100.0
598
0.4%
50.0
370
0.3%
150.0
218
0.2%
25.0
205
0.1%
265.0
187
0.1%
106.0
166
0.1%
20.0
163
0.1%
200.0
147
0.1%
181.0
136
0.1%
10.0
120
0.1%
250.0
101
0.1%
15.0
96
0.1%
300.0
95
0.1%
1000.0
90
0.1%
SMALLEST VALUES
0.0
128,800
92.2%
0.2915000021457672
2
0.0%
1.170199990272522
5
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
3
0.0%
2.4772000312805176
1
0.0%
2.598099946975708
4
0.0%
2.7051000595092773
1
0.0%
2.8396999835968018
1
0.0%
2.8455998897552486
2
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9600.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
6425.0
1
0.0%
6025.0
1
0.0%
5925.0
4
0.0%
5850.0
1
0.0%
5775.0
1
0.0%
301
V206
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
1,780
(1%)
MAX
55,125
95%
0
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
191
VAR
36,662
KURT.
54,107
SKEW
208
SUM
864k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V311
0.97
V266
0.96
V129
0.96
V269
0.96
V309
0.95
V334
0.91
V312
0.84
V131
0.84
V336
0.81
V268
0.81
V205
0.76
V335
0.62
V130
0.57
V310
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.17
V286
0.12
V68
0.11
V89
0.10
V28
0.10
V27
0.09
V174
0.07
V141
0.04
V142
0.04
V288
0.04
id_12
0.03
V289
0.03
R_emaildomain
0.03
V50
0.03
MOST FREQUENT VALUES
0.0
132,868
95.2%
100.0
288
0.2%
50.0
253
0.2%
150.0
171
0.1%
25.0
120
0.1%
200.0
112
0.1%
250.0
69
0.0%
300.0
69
0.0%
1000.0
67
0.0%
75.0
61
0.0%
125.0
56
0.0%
20.0
48
0.0%
400.0
44
0.0%
500.0
43
0.0%
10.0
37
0.0%
SMALLEST VALUES
0.0
132,868
95.2%
0.2915000021457672
2
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
3
0.0%
2.4772000312805176
1
0.0%
2.598099946975708
4
0.0%
2.8455998897552486
2
0.0%
3.0125000476837163
1
0.0%
3.164099931716919
1
0.0%
3.275399923324585
1
0.0%
3.3145999908447266
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
1
0.0%
11000.0
1
0.0%
9600.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
2700.0
1
0.0%
2250.0
2
0.0%
2125.0
2
0.0%
302
V207
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
3,246
(2%)
MAX
55,125
95%
67
Q3
0
AVG
72
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
926
VAR
857k
KURT.
524
SKEW
21.0
SUM
10.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V266
0.93
V269
0.93
V196
0.91
V193
0.89
V191
0.89
V172
0.88
V268
0.88
V186
0.83
V187
0.82
V192
0.79
V205
0.76
V190
0.72
V199
0.68
V176
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.36
V240
0.19
V241
0.19
V194
0.17
V260
0.14
ProductCD
0.10
id_29
0.07
id_28
0.07
R_emaildomain
0.06
M4
0.06
DeviceType
0.06
V79
0.06
V94
0.06
V51
0.06
MOST FREQUENT VALUES
0.0
123,086
88.2%
877.0
914
0.7%
50.0
552
0.4%
100.0
483
0.3%
619.0
342
0.2%
25.0
318
0.2%
150.0
253
0.2%
20.0
235
0.2%
30.0
209
0.1%
200.0
189
0.1%
40.0
165
0.1%
15.0
150
0.1%
300.0
134
0.1%
75.0
127
0.1%
10.0
123
0.1%
SMALLEST VALUES
0.0
123,086
88.2%
0.2915000021457672
2
0.0%
1.170199990272522
5
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.107800006866455
7
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
3
0.0%
2.598099946975708
5
0.0%
2.7051000595092773
1
0.0%
2.8396999835968018
2
0.0%
2.8455998897552486
2
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
25525.0
1
0.0%
25475.0
1
0.0%
25400.0
1
0.0%
25200.0
1
0.0%
25075.0
1
0.0%
25000.0
1
0.0%
24950.0
3
0.0%
24875.0
1
0.0%
24825.0
1
0.0%
24725.0
1
0.0%
24675.0
1
0.0%
24575.0
2
0.0%
24550.0
1
0.0%
303
V208
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
2,552
(2%)
MAX
3,300
95%
50
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
59.0
VAR
3,487
KURT.
1,009
SKEW
25.5
SUM
1.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V210
0.78
V270
0.68
V272
0.66
V271
0.64
V161
0.56
V163
0.53
V315
0.53
V313
0.51
V162
0.50
V314
0.36
V209
0.33
V169
0.33
V175
0.32
V325
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.52
V141
0.34
V288
0.29
V289
0.26
V173
0.26
V142
0.23
V286
0.19
id_12
0.15
id_29
0.14
id_16
0.14
id_28
0.14
V50
0.14
id_15
0.14
P_emaildomain
0.08
MOST FREQUENT VALUES
0.0
123,863
88.6%
75.0
1,461
1.0%
50.0
716
0.5%
100.0
553
0.4%
25.0
360
0.3%
20.0
309
0.2%
150.0
262
0.2%
200.0
245
0.2%
15.0
213
0.2%
30.0
198
0.1%
40.0
160
0.1%
10.0
144
0.1%
300.0
116
0.1%
250.0
110
0.1%
1000.0
86
0.1%
SMALLEST VALUES
0.0
123,863
88.6%
0.2915000021457672
2
0.0%
1.170199990272522
5
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
2.107800006866455
7
0.0%
2.215399980545044
2
0.0%
2.2355000972747803
1
0.0%
2.326200008392334
1
0.0%
2.4591999053955083
3
0.0%
2.537600040435791
2
0.0%
2.598099946975708
9
0.0%
2.6807000637054443
5
0.0%
2.7051000595092773
4
0.0%
LARGEST VALUES
3300.0
1
0.0%
3250.0
1
0.0%
3100.0
1
0.0%
3000.0
11
0.0%
2500.0
3
0.0%
2250.0
2
0.0%
2000.0
13
0.0%
1750.0
1
0.0%
1500.0
3
0.0%
1400.0
1
0.0%
1250.0
1
0.0%
1200.0
1
0.0%
1125.0
1
0.0%
1000.0
86
0.1%
975.0
1
0.0%
304
V209
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
3,451
(2%)
MAX
8,050
95%
71
Q3
0
AVG
35
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
8,050
IQR
0.00
STD
251
VAR
62,901
KURT.
196
SKEW
11.9
SUM
4.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V203
0.74
V182
0.71
V180
0.71
V204
0.71
V212
0.70
V183
0.68
V168
0.68
V210
0.66
V213
0.66
V105
0.66
V329
0.65
V298
0.65
V175
0.65
V178
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.30
V240
0.25
V241
0.25
ProductCD
0.24
V289
0.23
V288
0.22
R_emaildomain
0.22
P_emaildomain
0.21
id_12
0.20
V260
0.19
V173
0.18
id_30
0.13
id_29
0.13
id_28
0.13
MOST FREQUENT VALUES
0.0
122,714
87.8%
1961.0
921
0.7%
50.0
589
0.4%
100.0
501
0.4%
1084.0
339
0.2%
25.0
305
0.2%
150.0
285
0.2%
200.0
271
0.2%
75.0
166
0.1%
20.0
158
0.1%
30.0
150
0.1%
300.0
148
0.1%
250.0
123
0.1%
40.0
120
0.1%
1000.0
94
0.1%
SMALLEST VALUES
0.0
122,714
87.8%
0.2915000021457672
2
0.0%
1.170199990272522
5
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
2.107800006866455
7
0.0%
2.215399980545044
2
0.0%
2.2355000972747803
1
0.0%
2.326200008392334
1
0.0%
2.4591999053955083
3
0.0%
2.537600040435791
2
0.0%
2.598099946975708
6
0.0%
2.6807000637054443
1
0.0%
2.7051000595092773
4
0.0%
LARGEST VALUES
8050.0
5
0.0%
7675.0
4
0.0%
7300.0
3
0.0%
6650.0
2
0.0%
5950.0
4
0.0%
4725.0
17
0.0%
4625.0
1
0.0%
4575.0
15
0.0%
4525.0
3
0.0%
4500.0
3
0.0%
4325.0
1
0.0%
4300.0
4
0.0%
4225.0
1
0.0%
4175.0
9
0.0%
4000.0
35
0.0%
305
V210
VALUES:
139,819
(97%)
MISSING:
4,414
(3%)
DISTINCT:
2,836
(2%)
MAX
3,300
95%
55
Q3
0
AVG
14
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
86.5
VAR
7,486
KURT.
334
SKEW
14.7
SUM
2.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V208
0.78
V175
0.69
V209
0.66
V314
0.61
V327
0.51
V272
0.50
V330
0.50
V100
0.49
V271
0.49
V329
0.49
V183
0.49
V106
0.49
V335
0.49
V299
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.50
V288
0.30
V289
0.29
V141
0.24
id_12
0.22
ProductCD
0.20
P_emaildomain
0.19
V142
0.19
R_emaildomain
0.18
V173
0.17
id_29
0.16
id_28
0.15
id_16
0.15
id_15
0.14
MOST FREQUENT VALUES
0.0
123,575
88.4%
465.0
1,340
1.0%
50.0
654
0.5%
100.0
560
0.4%
25.0
325
0.2%
150.0
283
0.2%
200.0
277
0.2%
20.0
179
0.1%
75.0
175
0.1%
30.0
148
0.1%
40.0
136
0.1%
300.0
120
0.1%
15.0
120
0.1%
250.0
112
0.1%
1000.0
94
0.1%
SMALLEST VALUES
0.0
123,575
88.4%
0.2915000021457672
2
0.0%
1.170199990272522
5
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
5
0.0%
1.8602999448776243
1
0.0%
2.107800006866455
7
0.0%
2.215399980545044
2
0.0%
2.2355000972747803
1
0.0%
2.326200008392334
1
0.0%
2.4591999053955083
3
0.0%
2.537600040435791
2
0.0%
2.598099946975708
8
0.0%
2.6807000637054443
5
0.0%
2.7051000595092773
4
0.0%
LARGEST VALUES
3300.0
1
0.0%
3250.0
1
0.0%
3100.0
1
0.0%
3000.0
13
0.0%
2500.0
3
0.0%
2250.0
3
0.0%
2000.0
13
0.0%
1825.0
56
0.0%
1750.0
1
0.0%
1625.0
2
0.0%
1600.0
3
0.0%
1500.0
3
0.0%
1475.0
1
0.0%
1450.0
1
0.0%
1400.0
5
0.0%
306
V211
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
7,624
(5%)
MAX
92,888
95%
186
Q3
0
AVG
385
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
92,888
IQR
0.00
STD
4,542
VAR
20.6M
KURT.
240
SKEW
15.0
SUM
53.8M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V177
1.00
V167
1.00
V316
0.99
V132
0.99
V101
0.99
V293
0.99
V279
0.99
V322
0.99
V202
0.99
V95
0.99
V164
0.99
V331
0.99
V126
0.99
V306
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.25
R_emaildomain
0.25
P_emaildomain
0.24
V174
0.23
V289
0.23
V288
0.22
V240
0.21
V241
0.21
id_12
0.19
V260
0.17
id_30
0.16
card4
0.11
V64
0.09
id_16
0.09
MOST FREQUENT VALUES
0.0
120,997
86.7%
100.0
981
0.7%
200.0
681
0.5%
150.0
642
0.5%
50.0
633
0.5%
300.0
557
0.4%
75.0
244
0.2%
400.0
236
0.2%
600.0
212
0.2%
25.0
205
0.1%
250.0
182
0.1%
500.0
161
0.1%
30.0
146
0.1%
450.0
146
0.1%
40.0
104
0.1%
SMALLEST VALUES
0.0
120,997
86.7%
0.2915000021457672
2
0.0%
0.4239999949932097
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
11
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
7
0.0%
1.3085999488830566
1
0.0%
1.7563999891281128
10
0.0%
1.9143999814987185
1
0.0%
2.001199960708618
2
0.0%
2.1370000839233403
1
0.0%
2.2472000122070312
1
0.0%
2.291699886322021
1
0.0%
LARGEST VALUES
92888.0
1
0.0%
92782.0
1
0.0%
92676.0
1
0.0%
92570.0
1
0.0%
92464.0
1
0.0%
92358.0
1
0.0%
92252.0
1
0.0%
92146.0
1
0.0%
92040.0
1
0.0%
91934.0
1
0.0%
91828.0
1
0.0%
91722.0
1
0.0%
91616.0
1
0.0%
91510.0
1
0.0%
91404.0
1
0.0%
307
V212
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
8,868
(6%)
MAX
129k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
129k
IQR
0.00
STD
7,496
VAR
56.2M
KURT.
173
SKEW
12.6
SUM
107.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V178
0.99
V213
0.98
V168
0.98
V204
0.98
V179
0.97
V133
0.97
V102
0.97
V332
0.96
V96
0.96
V323
0.96
V127
0.96
V317
0.96
V203
0.96
V307
0.96

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.27
V241
0.27
R_emaildomain
0.27
ProductCD
0.27
P_emaildomain
0.25
V174
0.24
V289
0.23
V288
0.23
V260
0.20
id_12
0.20
id_30
0.16
card4
0.12
id_29
0.10
id_28
0.09
MOST FREQUENT VALUES
0.0
118,836
85.1%
100.0
965
0.7%
200.0
674
0.5%
150.0
658
0.5%
50.0
643
0.5%
300.0
554
0.4%
400.0
263
0.2%
75.0
231
0.2%
25.0
224
0.2%
600.0
215
0.2%
250.0
173
0.1%
500.0
162
0.1%
30.0
152
0.1%
450.0
147
0.1%
40.0
128
0.1%
SMALLEST VALUES
0.0
118,836
85.1%
0.2915000021457672
2
0.0%
0.4239999949932097
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
7
0.0%
1.3085999488830566
1
0.0%
1.7563999891281128
7
0.0%
1.9143999814987185
1
0.0%
2.001199960708618
2
0.0%
2.1370000839233403
1
0.0%
2.215399980545044
1
0.0%
2.2472000122070312
1
0.0%
LARGEST VALUES
129006.0
17
0.0%
128950.0
1
0.0%
128894.0
1
0.0%
128838.0
1
0.0%
128782.0
1
0.0%
128726.0
1
0.0%
128670.0
1
0.0%
128636.0
1
0.0%
128614.0
1
0.0%
128558.0
1
0.0%
128502.0
1
0.0%
128446.0
1
0.0%
128390.0
1
0.0%
128334.0
1
0.0%
128278.0
1
0.0%
308
V213
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
8,317
(6%)
MAX
97,628
95%
220
Q3
0
AVG
536
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
97,628
IQR
0.00
STD
5,472
VAR
29.9M
KURT.
180
SKEW
12.9
SUM
74.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V179
1.00
V168
1.00
V178
0.99
V212
0.98
V134
0.98
V318
0.98
V133
0.98
V102
0.98
V103
0.98
V323
0.98
V96
0.98
V332
0.98
V295
0.98
V127
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_emaildomain
0.28
ProductCD
0.28
P_emaildomain
0.26
V240
0.25
V241
0.25
V174
0.25
V289
0.25
V288
0.24
id_12
0.21
V260
0.19
id_30
0.17
card4
0.12
id_16
0.10
V64
0.09
MOST FREQUENT VALUES
0.0
119,688
85.7%
100.0
960
0.7%
200.0
684
0.5%
150.0
650
0.5%
50.0
633
0.5%
300.0
561
0.4%
400.0
265
0.2%
75.0
234
0.2%
600.0
214
0.2%
25.0
211
0.2%
250.0
176
0.1%
500.0
163
0.1%
450.0
155
0.1%
30.0
149
0.1%
40.0
105
0.1%
SMALLEST VALUES
0.0
119,688
85.7%
0.2915000021457672
2
0.0%
0.4239999949932097
1
0.0%
0.8479999899864197
1
0.0%
0.8781999945640564
9
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
7
0.0%
1.3085999488830566
1
0.0%
1.5327999591827393
2
0.0%
1.7563999891281128
8
0.0%
1.9143999814987185
1
0.0%
2.001199960708618
2
0.0%
2.1370000839233403
1
0.0%
2.2472000122070312
1
0.0%
LARGEST VALUES
97628.0
1
0.0%
97572.0
1
0.0%
97516.0
1
0.0%
97460.0
1
0.0%
97404.0
1
0.0%
97348.0
1
0.0%
97292.0
1
0.0%
97236.0
1
0.0%
97180.0
1
0.0%
97124.0
1
0.0%
97068.0
1
0.0%
97012.0
1
0.0%
96956.0
1
0.0%
96900.0
1
0.0%
96844.0
1
0.0%
309
V214
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
2,282
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
572
VAR
327k
KURT.
18,337
SKEW
119
SUM
5.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V276
0.99
V278
0.94
V216
0.91
V277
0.89
V319
0.89
V321
0.83
V337
0.75
V320
0.72
V215
0.66
V339
0.66
V135
0.66
V137
0.60
V166
0.59
V263
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.12
ProductCD
0.10
P_emaildomain
0.09
id_30
0.08
V68
0.08
R_emaildomain
0.07
V28
0.07
V27
0.07
V89
0.07
id_29
0.06
id_16
0.06
id_28
0.06
id_15
0.06
V174
0.05
MOST FREQUENT VALUES
0.0
125,518
89.9%
100.0
1,303
0.9%
200.0
930
0.7%
1165.0
862
0.6%
150.0
689
0.5%
300.0
650
0.5%
50.0
643
0.5%
400.0
398
0.3%
250.0
346
0.2%
500.0
341
0.2%
600.0
289
0.2%
25.0
258
0.2%
75.0
239
0.2%
450.0
173
0.1%
1551.0
170
0.1%
SMALLEST VALUES
0.0
125,518
89.9%
1.3085999488830566
8
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
2
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
8
0.0%
3.0910000801086426
1
0.0%
3.497999906539917
1
0.0%
3.5827999114990234
1
0.0%
3.6475000381469727
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
14700.0
1
0.0%
12500.0
1
0.0%
310
V215
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
2,747
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,040
VAR
1.1M
KURT.
1,725
SKEW
25.6
SUM
18.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V278
0.97
V277
0.95
V276
0.93
V216
0.87
V180
0.77
V203
0.76
V182
0.74
V234
0.73
V320
0.72
V204
0.69
V321
0.68
V183
0.66
V214
0.66
V338
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.27
V241
0.27
ProductCD
0.20
V260
0.19
R_emaildomain
0.18
id_12
0.18
P_emaildomain
0.17
V174
0.14
V194
0.14
V173
0.14
V289
0.14
V288
0.13
id_29
0.12
id_28
0.12
MOST FREQUENT VALUES
0.0
123,142
88.2%
100.0
1,330
1.0%
200.0
939
0.7%
6428.0
863
0.6%
50.0
720
0.5%
150.0
703
0.5%
300.0
647
0.5%
400.0
346
0.2%
250.0
322
0.2%
500.0
305
0.2%
600.0
286
0.2%
25.0
276
0.2%
75.0
247
0.2%
3496.0
179
0.1%
450.0
167
0.1%
SMALLEST VALUES
0.0
123,142
88.2%
1.3085999488830566
8
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
2
0.0%
2.175100088119507
1
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
2
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
8
0.0%
3.0910000801086426
1
0.0%
3.275399923324585
1
0.0%
3.497999906539917
2
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
30250.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
16000.0
1
0.0%
15000.0
1
0.0%
311
V216
VALUES:
139,631
(97%)
MISSING:
4,602
(3%)
DISTINCT:
2,532
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
680
VAR
463k
KURT.
9,220
SKEW
73.5
SUM
9.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V278
0.98
V276
0.95
V277
0.94
V214
0.91
V215
0.87
V321
0.85
V320
0.81
V319
0.79
V339
0.74
V337
0.70
V137
0.69
V338
0.67
V136
0.65
V263
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.17
id_12
0.17
P_emaildomain
0.15
V240
0.15
V241
0.15
R_emaildomain
0.15
V260
0.12
V174
0.12
V289
0.11
id_30
0.11
V288
0.11
id_29
0.10
id_28
0.10
id_16
0.08
MOST FREQUENT VALUES
0.0
124,108
88.9%
100.0
1,307
0.9%
200.0
942
0.7%
150.0
695
0.5%
50.0
679
0.5%
300.0
640
0.5%
2932.0
606
0.4%
400.0
366
0.3%
250.0
317
0.2%
500.0
302
0.2%
600.0
279
0.2%
25.0
275
0.2%
75.0
248
0.2%
3120.0
179
0.1%
450.0
176
0.1%
SMALLEST VALUES
0.0
124,108
88.9%
1.3085999488830566
8
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
2
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
3.0125000476837163
8
0.0%
3.0910000801086426
1
0.0%
3.497999906539917
1
0.0%
3.50440001487732
1
0.0%
3.5827999114990234
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
30250.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
14700.0
1
0.0%
312
V217
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
304
(0%)
MAX
303
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
303
IQR
0.00
STD
9.55
VAR
91.3
KURT.
620
SKEW
23.8
SUM
137k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V231
1.00
V233
0.99
V232
0.98
V219
0.98
V167
0.96
V177
0.96
V179
0.95
V168
0.95
V273
0.95
V178
0.95
V211
0.93
V218
0.93
V213
0.91
V275
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.42
V174
0.15
V289
0.15
V288
0.14
ProductCD
0.14
R_emaildomain
0.14
P_emaildomain
0.13
id_12
0.13
id_16
0.09
id_15
0.09
id_30
0.09
id_29
0.09
id_28
0.09
V22
0.07
MOST FREQUENT VALUES
0.0
98,150
75.3%
1.0
15,361
11.8%
2.0
6,756
5.2%
3.0
3,548
2.7%
4.0
2,066
1.6%
5.0
1,083
0.8%
6.0
726
0.6%
7.0
513
0.4%
8.0
371
0.3%
9.0
282
0.2%
10.0
189
0.1%
11.0
141
0.1%
12.0
117
0.1%
13.0
99
0.1%
14.0
85
0.1%
SMALLEST VALUES
0.0
98,150
75.3%
1.0
15,361
11.8%
2.0
6,756
5.2%
3.0
3,548
2.7%
4.0
2,066
1.6%
5.0
1,083
0.8%
6.0
726
0.6%
7.0
513
0.4%
8.0
371
0.3%
9.0
282
0.2%
10.0
189
0.1%
11.0
141
0.1%
12.0
117
0.1%
13.0
99
0.1%
14.0
85
0.1%
LARGEST VALUES
303.0
1
0.0%
302.0
1
0.0%
301.0
1
0.0%
300.0
1
0.0%
299.0
3
0.0%
298.0
4
0.0%
297.0
3
0.0%
296.0
5
0.0%
295.0
4
0.0%
294.0
5
0.0%
293.0
3
0.0%
292.0
1
0.0%
291.0
1
0.0%
290.0
1
0.0%
289.0
1
0.0%
313
V218
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
401
(0%)
MAX
400
95%
5
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
400
IQR
1.00
STD
13.9
VAR
193
KURT.
435
SKEW
19.7
SUM
224k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V219
0.97
V232
0.95
V168
0.94
V233
0.93
V217
0.93
V179
0.93
V178
0.93
V167
0.92
V177
0.92
V231
0.91
V274
0.91
V236
0.90
V275
0.89
V234
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.44
ProductCD
0.16
P_emaildomain
0.15
V174
0.15
R_emaildomain
0.14
V289
0.14
V288
0.14
id_12
0.14
id_30
0.10
id_15
0.09
id_29
0.09
id_16
0.09
id_28
0.09
card4
0.07
MOST FREQUENT VALUES
0.0
90,212
69.3%
1.0
17,243
13.2%
2.0
7,962
6.1%
3.0
4,491
3.4%
4.0
2,776
2.1%
5.0
1,670
1.3%
6.0
1,149
0.9%
7.0
848
0.7%
8.0
630
0.5%
9.0
484
0.4%
10.0
339
0.3%
11.0
275
0.2%
12.0
221
0.2%
13.0
184
0.1%
14.0
153
0.1%
SMALLEST VALUES
0.0
90,212
69.3%
1.0
17,243
13.2%
2.0
7,962
6.1%
3.0
4,491
3.4%
4.0
2,776
2.1%
5.0
1,670
1.3%
6.0
1,149
0.9%
7.0
848
0.7%
8.0
630
0.5%
9.0
484
0.4%
10.0
339
0.3%
11.0
275
0.2%
12.0
221
0.2%
13.0
184
0.1%
14.0
153
0.1%
LARGEST VALUES
400.0
1
0.0%
399.0
1
0.0%
398.0
1
0.0%
397.0
1
0.0%
396.0
1
0.0%
395.0
1
0.0%
394.0
1
0.0%
393.0
1
0.0%
392.0
1
0.0%
391.0
1
0.0%
390.0
1
0.0%
389.0
1
0.0%
388.0
1
0.0%
387.0
1
0.0%
386.0
1
0.0%
314
V219
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
379
(0%)
MAX
378
95%
4
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
378
IQR
1.00
STD
12.0
VAR
145
KURT.
554
SKEW
22.3
SUM
178k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V232
0.99
V233
0.99
V217
0.98
V231
0.98
V218
0.97
V168
0.96
V179
0.95
V167
0.95
V178
0.95
V177
0.95
V273
0.93
V275
0.93
V211
0.92
V213
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.43
V174
0.15
ProductCD
0.15
V289
0.15
V288
0.14
R_emaildomain
0.14
P_emaildomain
0.14
id_12
0.13
id_30
0.10
id_16
0.09
id_15
0.09
id_29
0.09
id_28
0.08
card4
0.07
MOST FREQUENT VALUES
0.0
94,208
72.3%
1.0
16,426
12.6%
2.0
7,413
5.7%
3.0
4,042
3.1%
4.0
2,433
1.9%
5.0
1,392
1.1%
6.0
922
0.7%
7.0
632
0.5%
8.0
468
0.4%
9.0
347
0.3%
10.0
257
0.2%
11.0
191
0.1%
12.0
160
0.1%
13.0
133
0.1%
14.0
119
0.1%
SMALLEST VALUES
0.0
94,208
72.3%
1.0
16,426
12.6%
2.0
7,413
5.7%
3.0
4,042
3.1%
4.0
2,433
1.9%
5.0
1,392
1.1%
6.0
922
0.7%
7.0
632
0.5%
8.0
468
0.4%
9.0
347
0.3%
10.0
257
0.2%
11.0
191
0.1%
12.0
160
0.1%
13.0
133
0.1%
14.0
119
0.1%
LARGEST VALUES
378.0
1
0.0%
377.0
1
0.0%
376.0
1
0.0%
375.0
1
0.0%
374.0
1
0.0%
373.0
1
0.0%
372.0
1
0.0%
371.0
1
0.0%
370.0
1
0.0%
369.0
1
0.0%
368.0
1
0.0%
367.0
1
0.0%
366.0
1
0.0%
365.0
1
0.0%
364.0
1
0.0%
315
V220
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
26
(0%)
MAX
25.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
25.0
IQR
0.00
STD
1.00
VAR
1.01
KURT.
143
SKEW
10.3
SUM
23,964
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V169
0.60
V228
0.48
V138
0.46
V223
0.44
V281
0.41
V77
0.39
V222
0.38
V230
0.38
V55
0.38
V161
0.37
V221
0.37
V163
0.36
V37
0.35
V270
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.34
V174
0.33
V286
0.27
V260
0.24
V288
0.22
V289
0.22
V51
0.20
V46
0.19
V52
0.17
V73
0.17
V47
0.16
V82
0.16
V66
0.16
V57
0.16
MOST FREQUENT VALUES
0.0
132,739
94.1%
1.0
3,793
2.7%
2.0
1,562
1.1%
3.0
980
0.7%
4.0
615
0.4%
5.0
380
0.3%
6.0
290
0.2%
7.0
173
0.1%
8.0
124
0.1%
9.0
87
0.1%
10.0
85
0.1%
13.0
46
0.0%
12.0
38
0.0%
11.0
37
0.0%
18.0
33
0.0%
SMALLEST VALUES
0.0
132,739
94.1%
1.0
3,793
2.7%
2.0
1,562
1.1%
3.0
980
0.7%
4.0
615
0.4%
5.0
380
0.3%
6.0
290
0.2%
7.0
173
0.1%
8.0
124
0.1%
9.0
87
0.1%
10.0
85
0.1%
11.0
37
0.0%
12.0
38
0.0%
13.0
46
0.0%
14.0
23
0.0%
LARGEST VALUES
25.0
1
0.0%
24.0
2
0.0%
23.0
5
0.0%
22.0
3
0.0%
21.0
10
0.0%
20.0
12
0.0%
19.0
6
0.0%
18.0
33
0.0%
17.0
11
0.0%
16.0
24
0.0%
15.0
27
0.0%
14.0
23
0.0%
13.0
46
0.0%
12.0
38
0.0%
11.0
37
0.0%
316
V221
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
77
(0%)
MAX
384
95%
4
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
384
IQR
0.00
STD
2.73
VAR
7.46
KURT.
5,039
SKEW
51.3
SUM
180k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V222
0.97
V259
0.93
V245
0.87
V227
0.79
V255
0.76
V256
0.75
V228
0.62
V257
0.53
V246
0.53
V37
0.50
V230
0.46
V238
0.45
V250
0.44
V251
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.20
V194
0.13
id_15
0.13
isFraud
0.13
id_16
0.13
id_29
0.12
id_28
0.12
V51
0.12
V46
0.12
V240
0.12
V241
0.12
V47
0.11
V52
0.11
V174
0.10
MOST FREQUENT VALUES
1.0
82,612
58.5%
0.0
32,166
22.8%
2.0
12,769
9.0%
3.0
5,612
4.0%
4.0
3,058
2.2%
5.0
1,714
1.2%
6.0
850
0.6%
7.0
566
0.4%
8.0
400
0.3%
9.0
282
0.2%
10.0
216
0.2%
11.0
144
0.1%
12.0
107
0.1%
14.0
93
0.1%
13.0
76
0.1%
SMALLEST VALUES
0.0
32,166
22.8%
1.0
82,612
58.5%
2.0
12,769
9.0%
3.0
5,612
4.0%
4.0
3,058
2.2%
5.0
1,714
1.2%
6.0
850
0.6%
7.0
566
0.4%
8.0
400
0.3%
9.0
282
0.2%
10.0
216
0.2%
11.0
144
0.1%
12.0
107
0.1%
13.0
76
0.1%
14.0
93
0.1%
LARGEST VALUES
384.0
1
0.0%
259.0
1
0.0%
234.0
1
0.0%
225.0
1
0.0%
217.0
1
0.0%
212.0
1
0.0%
210.0
1
0.0%
192.0
1
0.0%
118.0
1
0.0%
107.0
1
0.0%
92.0
1
0.0%
91.0
1
0.0%
89.0
1
0.0%
84.0
1
0.0%
83.0
1
0.0%
317
V222
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
76
(0%)
MAX
384
95%
4
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
384
IQR
0.00
STD
2.92
VAR
8.50
KURT.
3,960
SKEW
44.0
SUM
192k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V221
0.97
V259
0.90
V245
0.84
V227
0.77
V256
0.74
V255
0.73
V228
0.61
V257
0.54
V246
0.53
V230
0.50
V37
0.48
V239
0.45
V251
0.44
V38
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.22
isFraud
0.16
V194
0.14
id_15
0.14
V51
0.14
V46
0.13
id_16
0.13
id_29
0.13
id_28
0.13
V47
0.13
V52
0.13
V174
0.12
V240
0.12
V241
0.12
MOST FREQUENT VALUES
1.0
80,235
56.9%
0.0
32,089
22.7%
2.0
13,442
9.5%
3.0
5,981
4.2%
4.0
3,306
2.3%
5.0
1,942
1.4%
6.0
1,172
0.8%
7.0
686
0.5%
8.0
468
0.3%
9.0
409
0.3%
10.0
267
0.2%
11.0
189
0.1%
12.0
139
0.1%
13.0
115
0.1%
14.0
91
0.1%
SMALLEST VALUES
0.0
32,089
22.7%
1.0
80,235
56.9%
2.0
13,442
9.5%
3.0
5,981
4.2%
4.0
3,306
2.3%
5.0
1,942
1.4%
6.0
1,172
0.8%
7.0
686
0.5%
8.0
468
0.3%
9.0
409
0.3%
10.0
267
0.2%
11.0
189
0.1%
12.0
139
0.1%
13.0
115
0.1%
14.0
91
0.1%
LARGEST VALUES
384.0
1
0.0%
259.0
1
0.0%
234.0
1
0.0%
225.0
1
0.0%
217.0
1
0.0%
212.0
1
0.0%
210.0
1
0.0%
207.0
1
0.0%
141.0
1
0.0%
120.0
1
0.0%
96.0
1
0.0%
92.0
1
0.0%
91.0
1
0.0%
89.0
1
0.0%
86.0
1
0.0%
318
V223
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
17
(0%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.401
VAR
0.161
KURT.
266
SKEW
11.2
SUM
12,120
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V172
0.79
V225
0.72
V284
0.62
V224
0.60
V229
0.55
V325
0.53
V267
0.52
V230
0.51
V253
0.50
V254
0.49
V243
0.47
V261
0.47
V248
0.47
V249
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.55
V286
0.51
V174
0.45
V288
0.36
V289
0.34
V260
0.32
id_16
0.16
id_15
0.16
id_29
0.16
id_28
0.15
V66
0.14
V71
0.13
V73
0.13
V67
0.12
MOST FREQUENT VALUES
0.0
120,363
92.4%
1.0
8,492
6.5%
2.0
1,113
0.9%
3.0
178
0.1%
4.0
38
0.0%
5.0
20
0.0%
7.0
16
0.0%
6.0
9
0.0%
8.0
8
0.0%
14.0
8
0.0%
12.0
5
0.0%
9.0
5
0.0%
10.0
4
0.0%
11.0
4
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
120,363
92.4%
1.0
8,492
6.5%
2.0
1,113
0.9%
3.0
178
0.1%
4.0
38
0.0%
5.0
20
0.0%
6.0
9
0.0%
7.0
16
0.0%
8.0
8
0.0%
9.0
5
0.0%
10.0
4
0.0%
11.0
4
0.0%
12.0
5
0.0%
13.0
3
0.0%
14.0
8
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
2
0.0%
14.0
8
0.0%
13.0
3
0.0%
12.0
5
0.0%
11.0
4
0.0%
10.0
4
0.0%
9.0
5
0.0%
8.0
8
0.0%
7.0
16
0.0%
6.0
9
0.0%
5.0
20
0.0%
4.0
38
0.0%
3.0
178
0.1%
2.0
1,113
0.9%
319
V224
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
79
(0%)
MAX
144
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
144
IQR
0.00
STD
3.38
VAR
11.4
KURT.
1,108
SKEW
30.4
SUM
50,927
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V225
0.95
V253
0.89
V254
0.86
V267
0.85
V248
0.83
V229
0.83
V261
0.81
V249
0.77
V243
0.76
V264
0.75
V234
0.64
V268
0.64
V274
0.63
V258
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.32
ProductCD
0.13
P_emaildomain
0.12
V174
0.12
id_12
0.11
V289
0.10
id_29
0.10
id_28
0.10
id_15
0.10
V288
0.09
id_38
0.09
DeviceType
0.08
id_35
0.08
id_37
0.08
MOST FREQUENT VALUES
0.0
111,913
85.9%
1.0
12,532
9.6%
2.0
2,808
2.2%
3.0
941
0.7%
4.0
427
0.3%
18.0
340
0.3%
5.0
221
0.2%
6.0
194
0.1%
7.0
157
0.1%
8.0
95
0.1%
12.0
82
0.1%
9.0
81
0.1%
11.0
64
0.0%
16.0
40
0.0%
10.0
40
0.0%
SMALLEST VALUES
0.0
111,913
85.9%
1.0
12,532
9.6%
2.0
2,808
2.2%
3.0
941
0.7%
4.0
427
0.3%
5.0
221
0.2%
6.0
194
0.1%
7.0
157
0.1%
8.0
95
0.1%
9.0
81
0.1%
10.0
40
0.0%
11.0
64
0.0%
12.0
82
0.1%
13.0
37
0.0%
14.0
39
0.0%
LARGEST VALUES
144.0
1
0.0%
143.0
5
0.0%
142.0
6
0.0%
141.0
1
0.0%
140.0
1
0.0%
139.0
1
0.0%
138.0
1
0.0%
137.0
4
0.0%
136.0
1
0.0%
135.0
1
0.0%
134.0
1
0.0%
133.0
1
0.0%
132.0
3
0.0%
131.0
1
0.0%
130.0
1
0.0%
320
V225
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
35
(0%)
MAX
51.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
1.27
VAR
1.60
KURT.
957
SKEW
27.3
SUM
24,795
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V224
0.95
V253
0.86
V254
0.84
V267
0.83
V229
0.82
V248
0.80
V261
0.78
V249
0.76
V243
0.75
V264
0.74
V223
0.72
V268
0.66
V230
0.64
V258
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.34
V174
0.22
V288
0.17
V289
0.17
V173
0.17
V286
0.16
id_29
0.12
id_28
0.11
ProductCD
0.11
P_emaildomain
0.11
id_15
0.11
id_12
0.10
id_16
0.09
DeviceType
0.08
MOST FREQUENT VALUES
0.0
116,177
89.2%
1.0
10,793
8.3%
2.0
1,868
1.4%
3.0
525
0.4%
7.0
376
0.3%
4.0
179
0.1%
5.0
98
0.1%
6.0
70
0.1%
8.0
39
0.0%
10.0
33
0.0%
9.0
17
0.0%
39.0
11
0.0%
48.0
10
0.0%
51.0
8
0.0%
45.0
8
0.0%
SMALLEST VALUES
0.0
116,177
89.2%
1.0
10,793
8.3%
2.0
1,868
1.4%
3.0
525
0.4%
4.0
179
0.1%
5.0
98
0.1%
6.0
70
0.1%
7.0
376
0.3%
8.0
39
0.0%
9.0
17
0.0%
10.0
33
0.0%
11.0
7
0.0%
12.0
3
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
51.0
8
0.0%
50.0
5
0.0%
49.0
6
0.0%
48.0
10
0.0%
47.0
4
0.0%
46.0
5
0.0%
45.0
8
0.0%
44.0
3
0.0%
43.0
3
0.0%
42.0
1
0.0%
41.0
2
0.0%
40.0
4
0.0%
39.0
11
0.0%
38.0
3
0.0%
37.0
1
0.0%
321
V226
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
81
(0%)
MAX
242
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
242
IQR
0.00
STD
2.76
VAR
7.61
KURT.
1,523
SKEW
30.2
SUM
32,278
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V263
0.76
V202
0.75
V204
0.73
V306
0.71
V308
0.70
V203
0.70
V265
0.70
V332
0.69
V333
0.69
V183
0.68
V331
0.68
V237
0.67
V128
0.67
V127
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.18
ProductCD
0.18
id_12
0.17
P_emaildomain
0.15
R_emaildomain
0.13
id_30
0.11
V174
0.10
V289
0.10
V288
0.10
id_16
0.08
id_15
0.08
id_34
0.08
id_29
0.08
id_32
0.08
MOST FREQUENT VALUES
0.0
122,217
93.8%
1.0
4,205
3.2%
2.0
1,595
1.2%
3.0
727
0.6%
4.0
474
0.4%
5.0
215
0.2%
6.0
136
0.1%
7.0
84
0.1%
8.0
71
0.1%
9.0
52
0.0%
12.0
30
0.0%
10.0
29
0.0%
11.0
23
0.0%
16.0
22
0.0%
14.0
19
0.0%
SMALLEST VALUES
0.0
122,217
93.8%
1.0
4,205
3.2%
2.0
1,595
1.2%
3.0
727
0.6%
4.0
474
0.4%
5.0
215
0.2%
6.0
136
0.1%
7.0
84
0.1%
8.0
71
0.1%
9.0
52
0.0%
10.0
29
0.0%
11.0
23
0.0%
12.0
30
0.0%
13.0
18
0.0%
14.0
19
0.0%
LARGEST VALUES
242.0
2
0.0%
192.0
1
0.0%
128.0
1
0.0%
121.0
3
0.0%
108.0
2
0.0%
75.0
2
0.0%
74.0
2
0.0%
73.0
3
0.0%
72.0
5
0.0%
71.0
2
0.0%
70.0
2
0.0%
69.0
5
0.0%
68.0
6
0.0%
67.0
4
0.0%
66.0
6
0.0%
322
V227
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
50
(0%)
MAX
360
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
360
IQR
0.00
STD
2.05
VAR
4.21
KURT.
12,546
SKEW
99.3
SUM
20,906
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V245
0.90
V259
0.83
V255
0.80
V221
0.79
V256
0.78
V222
0.77
V271
0.37
V272
0.36
V270
0.36
V223
0.31
V251
0.25
V250
0.25
V238
0.23
V239
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.10
V173
0.08
V289
0.08
V288
0.08
V286
0.08
V142
0.06
V141
0.05
id_30
0.05
V260
0.04
id_29
0.03
V22
0.03
id_28
0.03
V93
0.02
id_15
0.02
MOST FREQUENT VALUES
0.0
128,136
90.8%
1.0
10,496
7.4%
2.0
1,658
1.2%
3.0
432
0.3%
4.0
122
0.1%
6.0
90
0.1%
5.0
61
0.0%
7.0
12
0.0%
9.0
12
0.0%
8.0
10
0.0%
11.0
7
0.0%
10.0
7
0.0%
13.0
5
0.0%
40.0
5
0.0%
60.0
4
0.0%
SMALLEST VALUES
0.0
128,136
90.8%
1.0
10,496
7.4%
2.0
1,658
1.2%
3.0
432
0.3%
4.0
122
0.1%
5.0
61
0.0%
6.0
90
0.1%
7.0
12
0.0%
8.0
10
0.0%
9.0
12
0.0%
10.0
7
0.0%
11.0
7
0.0%
12.0
3
0.0%
13.0
5
0.0%
14.0
2
0.0%
LARGEST VALUES
360.0
1
0.0%
238.0
1
0.0%
217.0
1
0.0%
213.0
1
0.0%
202.0
2
0.0%
199.0
1
0.0%
194.0
1
0.0%
130.0
1
0.0%
112.0
1
0.0%
92.0
1
0.0%
84.0
1
0.0%
79.0
1
0.0%
78.0
1
0.0%
74.0
1
0.0%
73.0
1
0.0%
323
V228
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
55
(0%)
MAX
54.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
54.0
IQR
0.00
STD
1.41
VAR
1.99
KURT.
214
SKEW
10.8
SUM
176k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V176
0.89
V246
0.82
V230
0.80
V190
0.73
V257
0.73
V37
0.69
V242
0.67
V244
0.66
V199
0.65
V38
0.63
V221
0.62
V77
0.62
V170
0.61
V222
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.44
V240
0.29
V241
0.29
V51
0.27
V46
0.27
V52
0.25
isFraud
0.24
V47
0.24
V79
0.24
V83
0.23
V93
0.22
V173
0.20
V82
0.20
V194
0.20
MOST FREQUENT VALUES
1.0
110,913
85.1%
2.0
10,747
8.2%
3.0
3,624
2.8%
4.0
1,765
1.4%
5.0
1,026
0.8%
6.0
625
0.5%
7.0
418
0.3%
8.0
288
0.2%
9.0
190
0.1%
10.0
134
0.1%
11.0
98
0.1%
12.0
75
0.1%
13.0
55
0.0%
14.0
45
0.0%
16.0
45
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
110,913
85.1%
2.0
10,747
8.2%
3.0
3,624
2.8%
4.0
1,765
1.4%
5.0
1,026
0.8%
6.0
625
0.5%
7.0
418
0.3%
8.0
288
0.2%
9.0
190
0.1%
10.0
134
0.1%
11.0
98
0.1%
12.0
75
0.1%
13.0
55
0.0%
14.0
45
0.0%
LARGEST VALUES
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
324
V229
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
91
(0%)
MAX
176
95%
4
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
176
IQR
0.00
STD
4.24
VAR
18.0
KURT.
1,072
SKEW
29.7
SUM
213k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V243
0.91
V253
0.90
V254
0.88
V230
0.88
V248
0.87
V224
0.83
V258
0.83
V249
0.82
V225
0.82
V267
0.80
V261
0.80
V264
0.64
V262
0.63
V268
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.38
V240
0.14
isFraud
0.13
V241
0.13
V51
0.11
V46
0.11
V52
0.11
V47
0.11
V79
0.11
V83
0.10
V93
0.10
id_29
0.09
id_28
0.09
V194
0.09
MOST FREQUENT VALUES
1.0
103,866
79.7%
2.0
13,760
10.6%
3.0
5,041
3.9%
4.0
2,521
1.9%
5.0
1,480
1.1%
6.0
890
0.7%
7.0
635
0.5%
8.0
429
0.3%
9.0
290
0.2%
10.0
217
0.2%
11.0
167
0.1%
12.0
124
0.1%
13.0
90
0.1%
14.0
83
0.1%
16.0
70
0.1%
SMALLEST VALUES
0.0
2
0.0%
1.0
103,866
79.7%
2.0
13,760
10.6%
3.0
5,041
3.9%
4.0
2,521
1.9%
5.0
1,480
1.1%
6.0
890
0.7%
7.0
635
0.5%
8.0
429
0.3%
9.0
290
0.2%
10.0
217
0.2%
11.0
167
0.1%
12.0
124
0.1%
13.0
90
0.1%
14.0
83
0.1%
LARGEST VALUES
176.0
6
0.0%
175.0
5
0.0%
174.0
1
0.0%
173.0
1
0.0%
172.0
1
0.0%
171.0
2
0.0%
170.0
2
0.0%
169.0
1
0.0%
167.0
1
0.0%
166.0
1
0.0%
165.0
1
0.0%
164.0
3
0.0%
163.0
1
0.0%
162.0
1
0.0%
161.0
1
0.0%
325
V230
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
66
(0%)
MAX
65.0
95%
3.0
Q3
1.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
65.0
IQR
0.00
STD
2.10
VAR
4.42
KURT.
334
SKEW
14.9
SUM
191k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V229
0.88
V258
0.85
V243
0.82
V228
0.80
V176
0.73
V246
0.70
V242
0.66
V244
0.66
V254
0.66
V249
0.65
V248
0.65
V253
0.64
V225
0.64
V257
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.45
isFraud
0.22
V240
0.21
V241
0.21
V51
0.21
V46
0.20
V79
0.20
V52
0.20
V83
0.20
V47
0.20
V93
0.19
V85
0.16
V194
0.15
V82
0.15
MOST FREQUENT VALUES
1.0
107,701
82.7%
2.0
12,233
9.4%
3.0
4,205
3.2%
4.0
2,078
1.6%
5.0
1,193
0.9%
6.0
733
0.6%
7.0
493
0.4%
8.0
362
0.3%
9.0
240
0.2%
10.0
174
0.1%
11.0
147
0.1%
12.0
108
0.1%
13.0
80
0.1%
14.0
61
0.0%
16.0
54
0.0%
SMALLEST VALUES
0.0
6
0.0%
1.0
107,701
82.7%
2.0
12,233
9.4%
3.0
4,205
3.2%
4.0
2,078
1.6%
5.0
1,193
0.9%
6.0
733
0.6%
7.0
493
0.4%
8.0
362
0.3%
9.0
240
0.2%
10.0
174
0.1%
11.0
147
0.1%
12.0
108
0.1%
13.0
80
0.1%
14.0
61
0.0%
LARGEST VALUES
65.0
1
0.0%
64.0
3
0.0%
63.0
3
0.0%
62.0
12
0.0%
61.0
7
0.0%
60.0
7
0.0%
59.0
4
0.0%
58.0
2
0.0%
57.0
3
0.0%
56.0
1
0.0%
55.0
3
0.0%
54.0
6
0.0%
53.0
2
0.0%
52.0
2
0.0%
51.0
1
0.0%
326
V231
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
294
(0%)
MAX
293
95%
2
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
293
IQR
0.00
STD
8.88
VAR
78.9
KURT.
661
SKEW
24.6
SUM
99,820
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V217
1.00
V233
0.99
V232
0.98
V219
0.98
V177
0.96
V167
0.96
V179
0.95
V273
0.95
V178
0.95
V168
0.95
V211
0.93
V218
0.91
V213
0.91
V275
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.41
V289
0.13
V174
0.13
ProductCD
0.13
R_emaildomain
0.13
V288
0.13
P_emaildomain
0.12
id_12
0.10
id_30
0.09
id_16
0.08
id_15
0.07
id_29
0.07
V22
0.07
id_28
0.07
MOST FREQUENT VALUES
0.0
112,738
86.5%
1.0
7,469
5.7%
2.0
3,783
2.9%
3.0
2,055
1.6%
4.0
1,198
0.9%
5.0
691
0.5%
6.0
477
0.4%
7.0
358
0.3%
8.0
248
0.2%
9.0
177
0.1%
10.0
118
0.1%
11.0
100
0.1%
12.0
85
0.1%
13.0
69
0.1%
14.0
58
0.0%
SMALLEST VALUES
0.0
112,738
86.5%
1.0
7,469
5.7%
2.0
3,783
2.9%
3.0
2,055
1.6%
4.0
1,198
0.9%
5.0
691
0.5%
6.0
477
0.4%
7.0
358
0.3%
8.0
248
0.2%
9.0
177
0.1%
10.0
118
0.1%
11.0
100
0.1%
12.0
85
0.1%
13.0
69
0.1%
14.0
58
0.0%
LARGEST VALUES
293.0
1
0.0%
292.0
1
0.0%
291.0
5
0.0%
290.0
2
0.0%
289.0
1
0.0%
288.0
1
0.0%
287.0
1
0.0%
286.0
1
0.0%
285.0
3
0.0%
284.0
4
0.0%
283.0
3
0.0%
282.0
3
0.0%
281.0
1
0.0%
280.0
1
0.0%
279.0
1
0.0%
327
V232
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
338
(0%)
MAX
337
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
337
IQR
0.00
STD
10.5
VAR
110
KURT.
597
SKEW
23.2
SUM
131k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V233
0.99
V219
0.99
V217
0.98
V231
0.98
V179
0.96
V218
0.95
V178
0.95
V168
0.95
V177
0.95
V167
0.95
V273
0.94
V275
0.92
V211
0.92
V213
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.43
ProductCD
0.14
R_emaildomain
0.14
V289
0.14
V174
0.14
V288
0.13
P_emaildomain
0.13
id_12
0.11
id_30
0.09
id_16
0.08
id_15
0.08
V22
0.07
V21
0.07
V25
0.07
MOST FREQUENT VALUES
0.0
110,475
84.8%
1.0
7,587
5.8%
2.0
4,082
3.1%
3.0
2,350
1.8%
4.0
1,478
1.1%
5.0
896
0.7%
6.0
639
0.5%
7.0
474
0.4%
8.0
332
0.3%
9.0
238
0.2%
10.0
169
0.1%
11.0
143
0.1%
12.0
119
0.1%
13.0
99
0.1%
14.0
86
0.1%
SMALLEST VALUES
0.0
110,475
84.8%
1.0
7,587
5.8%
2.0
4,082
3.1%
3.0
2,350
1.8%
4.0
1,478
1.1%
5.0
896
0.7%
6.0
639
0.5%
7.0
474
0.4%
8.0
332
0.3%
9.0
238
0.2%
10.0
169
0.1%
11.0
143
0.1%
12.0
119
0.1%
13.0
99
0.1%
14.0
86
0.1%
LARGEST VALUES
337.0
1
0.0%
336.0
1
0.0%
335.0
1
0.0%
334.0
1
0.0%
333.0
1
0.0%
332.0
1
0.0%
331.0
1
0.0%
330.0
1
0.0%
329.0
1
0.0%
328.0
1
0.0%
327.0
1
0.0%
326.0
1
0.0%
325.0
1
0.0%
324.0
1
0.0%
323.0
1
0.0%
328
V233
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
333
(0%)
MAX
332
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
332
IQR
0.00
STD
10.2
VAR
103
KURT.
626
SKEW
23.9
SUM
118k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V232
0.99
V231
0.99
V217
0.99
V219
0.99
V179
0.96
V178
0.96
V177
0.96
V168
0.96
V167
0.95
V273
0.94
V218
0.93
V211
0.92
V275
0.92
V213
0.92

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.41
ProductCD
0.14
V289
0.14
R_emaildomain
0.14
V174
0.14
V288
0.13
P_emaildomain
0.13
id_12
0.11
id_30
0.09
id_16
0.08
id_15
0.07
id_29
0.07
V22
0.07
V21
0.07
MOST FREQUENT VALUES
0.0
111,612
85.7%
1.0
7,432
5.7%
2.0
3,937
3.0%
3.0
2,204
1.7%
4.0
1,350
1.0%
5.0
800
0.6%
6.0
557
0.4%
7.0
449
0.3%
8.0
287
0.2%
9.0
203
0.2%
10.0
145
0.1%
11.0
126
0.1%
12.0
111
0.1%
13.0
93
0.1%
14.0
78
0.1%
SMALLEST VALUES
0.0
111,612
85.7%
1.0
7,432
5.7%
2.0
3,937
3.0%
3.0
2,204
1.7%
4.0
1,350
1.0%
5.0
800
0.6%
6.0
557
0.4%
7.0
449
0.3%
8.0
287
0.2%
9.0
203
0.2%
10.0
145
0.1%
11.0
126
0.1%
12.0
111
0.1%
13.0
93
0.1%
14.0
78
0.1%
LARGEST VALUES
332.0
1
0.0%
331.0
1
0.0%
330.0
1
0.0%
329.0
1
0.0%
328.0
1
0.0%
327.0
1
0.0%
326.0
1
0.0%
325.0
1
0.0%
324.0
1
0.0%
323.0
1
0.0%
322.0
1
0.0%
321.0
1
0.0%
320.0
1
0.0%
319.0
1
0.0%
318.0
1
0.0%
329
V234
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
122
(0%)
MAX
121
95%
2
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
121
IQR
0.00
STD
11.2
VAR
124
KURT.
42.4
SKEW
6.41
SUM
287k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V236
0.98
V237
0.92
V218
0.89
V180
0.84
V219
0.82
V182
0.81
V274
0.80
V203
0.80
V235
0.80
V232
0.77
V217
0.75
V233
0.74
V183
0.74
V264
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.46
V241
0.46
V260
0.34
DeviceType
0.26
id_29
0.25
id_28
0.25
V194
0.24
id_15
0.24
ProductCD
0.24
id_36
0.23
id_38
0.23
id_35
0.23
id_37
0.23
R_emaildomain
0.21
MOST FREQUENT VALUES
0.0
120,270
85.2%
1.0
10,614
7.5%
2.0
3,669
2.6%
3.0
1,168
0.8%
73.0
882
0.6%
4.0
611
0.4%
5.0
217
0.2%
6.0
208
0.1%
38.0
196
0.1%
53.0
117
0.1%
52.0
114
0.1%
70.0
105
0.1%
65.0
88
0.1%
62.0
83
0.1%
56.0
80
0.1%
SMALLEST VALUES
0.0
120,270
85.2%
1.0
10,614
7.5%
2.0
3,669
2.6%
3.0
1,168
0.8%
4.0
611
0.4%
5.0
217
0.2%
6.0
208
0.1%
7.0
79
0.1%
8.0
78
0.1%
9.0
29
0.0%
10.0
25
0.0%
11.0
31
0.0%
12.0
22
0.0%
13.0
17
0.0%
14.0
22
0.0%
LARGEST VALUES
121.0
1
0.0%
120.0
8
0.0%
119.0
16
0.0%
118.0
18
0.0%
117.0
5
0.0%
116.0
17
0.0%
115.0
3
0.0%
114.0
5
0.0%
113.0
6
0.0%
112.0
2
0.0%
111.0
1
0.0%
110.0
3
0.0%
109.0
30
0.0%
108.0
19
0.0%
107.0
17
0.0%
330
V235
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
24
(0%)
MAX
23.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.903
VAR
0.815
KURT.
153
SKEW
10.8
SUM
23,988
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V181
0.95
V237
0.91
V183
0.89
V328
0.88
V182
0.85
V236
0.84
V104
0.83
V180
0.83
V330
0.83
V297
0.82
V234
0.80
V329
0.79
V106
0.78
V299
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.32
id_12
0.26
id_16
0.18
id_15
0.17
V194
0.17
id_29
0.17
id_28
0.16
ProductCD
0.14
R_emaildomain
0.13
P_emaildomain
0.12
id_30
0.11
V174
0.10
V289
0.09
V288
0.09
MOST FREQUENT VALUES
0.0
117,574
90.3%
1.0
8,384
6.4%
2.0
2,429
1.9%
3.0
863
0.7%
4.0
361
0.3%
15.0
175
0.1%
5.0
128
0.1%
11.0
97
0.1%
6.0
69
0.1%
12.0
61
0.0%
7.0
36
0.0%
8.0
31
0.0%
9.0
18
0.0%
10.0
17
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
117,574
90.3%
1.0
8,384
6.4%
2.0
2,429
1.9%
3.0
863
0.7%
4.0
361
0.3%
5.0
128
0.1%
6.0
69
0.1%
7.0
36
0.0%
8.0
31
0.0%
9.0
18
0.0%
10.0
17
0.0%
11.0
97
0.1%
12.0
61
0.0%
13.0
5
0.0%
14.0
13
0.0%
LARGEST VALUES
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
1
0.0%
15.0
175
0.1%
14.0
13
0.0%
13.0
5
0.0%
12.0
61
0.0%
11.0
97
0.1%
10.0
17
0.0%
9.0
18
0.0%
331
V236
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
46
(0%)
MAX
45.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
2.15
VAR
4.61
KURT.
246
SKEW
14.9
SUM
39,982
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V234
0.98
V237
0.96
V183
0.91
V182
0.91
V218
0.90
V180
0.89
V219
0.86
V330
0.86
V329
0.85
V106
0.84
V235
0.84
V105
0.83
V168
0.83
V299
0.83

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.36
id_12
0.19
ProductCD
0.17
R_emaildomain
0.16
P_emaildomain
0.15
V174
0.12
V289
0.12
V288
0.12
id_30
0.11
id_15
0.11
id_16
0.11
id_29
0.11
id_28
0.11
V194
0.08
MOST FREQUENT VALUES
0.0
115,421
88.6%
1.0
9,296
7.1%
2.0
2,926
2.2%
3.0
1,109
0.9%
4.0
467
0.4%
5.0
204
0.2%
38.0
182
0.1%
6.0
133
0.1%
7.0
80
0.1%
34.0
67
0.1%
35.0
55
0.0%
8.0
53
0.0%
11.0
33
0.0%
9.0
30
0.0%
18.0
23
0.0%
SMALLEST VALUES
0.0
115,421
88.6%
1.0
9,296
7.1%
2.0
2,926
2.2%
3.0
1,109
0.9%
4.0
467
0.4%
5.0
204
0.2%
6.0
133
0.1%
7.0
80
0.1%
8.0
53
0.0%
9.0
30
0.0%
10.0
16
0.0%
11.0
33
0.0%
12.0
13
0.0%
13.0
8
0.0%
14.0
14
0.0%
LARGEST VALUES
45.0
17
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
39.0
1
0.0%
38.0
182
0.1%
37.0
1
0.0%
36.0
1
0.0%
35.0
55
0.0%
34.0
67
0.1%
33.0
7
0.0%
32.0
3
0.0%
31.0
13
0.0%
332
V237
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
40
(0%)
MAX
39.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
0.00
STD
1.72
VAR
2.95
KURT.
275
SKEW
15.6
SUM
33,007
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V236
0.96
V183
0.95
V234
0.92
V182
0.91
V330
0.91
V235
0.91
V106
0.89
V180
0.89
V219
0.88
V299
0.88
V329
0.88
V218
0.87
V328
0.87
V105
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.34
id_12
0.20
ProductCD
0.16
R_emaildomain
0.16
P_emaildomain
0.15
V174
0.13
V289
0.12
id_16
0.12
id_15
0.12
V288
0.12
id_29
0.12
id_30
0.12
id_28
0.12
V194
0.10
MOST FREQUENT VALUES
0.0
116,560
89.5%
1.0
8,786
6.7%
2.0
2,692
2.1%
3.0
997
0.8%
4.0
393
0.3%
32.0
182
0.1%
5.0
167
0.1%
6.0
95
0.1%
28.0
59
0.0%
29.0
55
0.0%
8.0
42
0.0%
7.0
42
0.0%
10.0
29
0.0%
11.0
27
0.0%
9.0
26
0.0%
SMALLEST VALUES
0.0
116,560
89.5%
1.0
8,786
6.7%
2.0
2,692
2.1%
3.0
997
0.8%
4.0
393
0.3%
5.0
167
0.1%
6.0
95
0.1%
7.0
42
0.0%
8.0
42
0.0%
9.0
26
0.0%
10.0
29
0.0%
11.0
27
0.0%
12.0
13
0.0%
13.0
19
0.0%
14.0
23
0.0%
LARGEST VALUES
39.0
17
0.0%
38.0
1
0.0%
37.0
1
0.0%
36.0
1
0.0%
35.0
1
0.0%
34.0
1
0.0%
33.0
1
0.0%
32.0
182
0.1%
31.0
1
0.0%
30.0
1
0.0%
29.0
55
0.0%
28.0
59
0.0%
27.0
1
0.0%
26.0
1
0.0%
25.0
1
0.0%
333
V238
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
24
(0%)
MAX
23.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.575
VAR
0.331
KURT.
202
SKEW
10.2
SUM
18,081
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V239
0.95
V184
0.74
V146
0.66
V185
0.63
V147
0.62
V235
0.56
V300
0.51
V301
0.50
V221
0.45
V222
0.44
V139
0.39
V140
0.38
V255
0.35
V256
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.25
id_12
0.22
id_16
0.18
id_15
0.18
id_29
0.18
id_28
0.17
V260
0.13
isFraud
0.11
id_30
0.10
V142
0.08
V141
0.07
V241
0.06
V240
0.06
ProductCD
0.06
MOST FREQUENT VALUES
0.0
129,853
92.0%
1.0
7,469
5.3%
2.0
2,367
1.7%
3.0
796
0.6%
4.0
327
0.2%
5.0
110
0.1%
6.0
58
0.0%
7.0
30
0.0%
8.0
28
0.0%
11.0
20
0.0%
9.0
14
0.0%
14.0
8
0.0%
10.0
6
0.0%
12.0
4
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
129,853
92.0%
1.0
7,469
5.3%
2.0
2,367
1.7%
3.0
796
0.6%
4.0
327
0.2%
5.0
110
0.1%
6.0
58
0.0%
7.0
30
0.0%
8.0
28
0.0%
9.0
14
0.0%
10.0
6
0.0%
11.0
20
0.0%
12.0
4
0.0%
13.0
3
0.0%
14.0
8
0.0%
LARGEST VALUES
23.0
2
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
2
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
2
0.0%
15.0
2
0.0%
14.0
8
0.0%
13.0
3
0.0%
12.0
4
0.0%
11.0
20
0.0%
10.0
6
0.0%
9.0
14
0.0%
334
V239
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
24
(0%)
MAX
23.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.617
VAR
0.380
KURT.
189
SKEW
10.2
SUM
19,352
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V238
0.95
V184
0.71
V185
0.66
V147
0.64
V146
0.62
V235
0.57
V300
0.50
V301
0.50
V222
0.45
V221
0.43
V140
0.39
V256
0.38
V139
0.37
V181
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.25
id_12
0.22
id_16
0.18
id_15
0.18
id_29
0.17
id_28
0.17
V260
0.14
isFraud
0.14
id_30
0.09
V142
0.08
V141
0.08
V241
0.06
V240
0.06
V51
0.06
MOST FREQUENT VALUES
0.0
129,410
91.7%
1.0
7,642
5.4%
2.0
2,481
1.8%
3.0
863
0.6%
4.0
348
0.2%
5.0
125
0.1%
6.0
68
0.0%
8.0
34
0.0%
7.0
34
0.0%
9.0
29
0.0%
11.0
22
0.0%
14.0
10
0.0%
10.0
8
0.0%
15.0
7
0.0%
12.0
7
0.0%
SMALLEST VALUES
0.0
129,410
91.7%
1.0
7,642
5.4%
2.0
2,481
1.8%
3.0
863
0.6%
4.0
348
0.2%
5.0
125
0.1%
6.0
68
0.0%
7.0
34
0.0%
8.0
34
0.0%
9.0
29
0.0%
10.0
8
0.0%
11.0
22
0.0%
12.0
7
0.0%
13.0
5
0.0%
14.0
10
0.0%
LARGEST VALUES
23.0
2
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
2
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
4
0.0%
15.0
7
0.0%
14.0
10
0.0%
13.0
5
0.0%
12.0
7
0.0%
11.0
22
0.0%
10.0
8
0.0%
9.0
29
0.0%
335
V240
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
6
(0%)
TOP CATEGORIES
1.0
130,169
99%
2.0
88
0%
6.0
5
0%
0.0
3
0%
7.0
2
0%
5.0
2
0%
ALL
130,269
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V240
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V240:
V241
0.99
V260
0.64
id_35
0.17
id_30
0.15
id_32
0.14
id_34
0.13
ProductCD
0.10
DeviceType
0.09
id_15
0.09
V194
0.08
V65
0.08
id_38
0.08
id_36
0.07
id_37
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
CORRELATION RATIO WITH...
V247
0.75
V252
0.64
V249
0.53
V250
0.48
V251
0.47
V242
0.47
V234
0.46
V262
0.46
V244
0.45
V248
0.36
V246
0.33
V180
0.31
V203
0.31
V182
0.30
336
V241
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
5
(0%)
TOP CATEGORIES
1.0
130,233
99%
2.0
27
0%
0.0
6
0%
4.0
2
0%
5.0
1
0%
ALL
130,269
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V241
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V241:
V240
1.00
V260
0.64
id_35
0.17
id_30
0.15
id_32
0.14
id_34
0.13
ProductCD
0.10
DeviceType
0.09
id_15
0.09
V194
0.09
id_38
0.08
V65
0.08
id_36
0.07
id_37
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V241
CORRELATION RATIO WITH...
V247
0.75
V252
0.64
V249
0.53
V250
0.48
V251
0.47
V242
0.47
V234
0.46
V262
0.46
V244
0.45
V248
0.36
V246
0.33
V180
0.31
V203
0.31
V182
0.30
337
V242
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
21
(0%)
MAX
20.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
0.660
VAR
0.435
KURT.
178
SKEW
11.2
SUM
145k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V244
0.97
V186
0.84
V246
0.83
V257
0.75
V243
0.73
V258
0.71
V187
0.71
V190
0.70
V228
0.67
V230
0.66
V189
0.65
V199
0.64
V188
0.63
V176
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.48
V241
0.47
V240
0.47
isFraud
0.30
V194
0.30
V51
0.18
V46
0.17
V108
0.17
V110
0.17
V109
0.17
V52
0.17
V47
0.17
V111
0.16
V113
0.16
MOST FREQUENT VALUES
1.0
122,485
94.0%
2.0
5,217
4.0%
3.0
1,163
0.9%
4.0
480
0.4%
5.0
280
0.2%
6.0
194
0.1%
7.0
149
0.1%
8.0
89
0.1%
9.0
60
0.0%
10.0
33
0.0%
11.0
25
0.0%
13.0
18
0.0%
12.0
16
0.0%
16.0
15
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
122,485
94.0%
2.0
5,217
4.0%
3.0
1,163
0.9%
4.0
480
0.4%
5.0
280
0.2%
6.0
194
0.1%
7.0
149
0.1%
8.0
89
0.1%
9.0
60
0.0%
10.0
33
0.0%
11.0
25
0.0%
12.0
16
0.0%
13.0
18
0.0%
14.0
13
0.0%
LARGEST VALUES
20.0
1
0.0%
19.0
3
0.0%
18.0
4
0.0%
17.0
6
0.0%
16.0
15
0.0%
15.0
10
0.0%
14.0
13
0.0%
13.0
18
0.0%
12.0
16
0.0%
11.0
25
0.0%
10.0
33
0.0%
9.0
60
0.0%
8.0
89
0.1%
7.0
149
0.1%
6.0
194
0.1%
338
V243
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
43
(0%)
MAX
57.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
57.0
IQR
0.00
STD
1.38
VAR
1.89
KURT.
858
SKEW
25.7
SUM
153k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V229
0.91
V258
0.88
V254
0.87
V253
0.85
V248
0.85
V249
0.84
V230
0.82
V224
0.76
V225
0.75
V267
0.74
V261
0.74
V242
0.73
V244
0.71
V252
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.40
V240
0.26
V241
0.26
isFraud
0.20
V194
0.17
V52
0.11
V47
0.11
V51
0.10
V108
0.10
V110
0.10
V46
0.10
V109
0.10
V111
0.10
V113
0.10
MOST FREQUENT VALUES
1.0
120,090
92.2%
2.0
6,718
5.2%
3.0
1,535
1.2%
4.0
669
0.5%
5.0
351
0.3%
6.0
235
0.2%
7.0
168
0.1%
8.0
124
0.1%
9.0
80
0.1%
10.0
45
0.0%
11.0
32
0.0%
12.0
32
0.0%
17.0
26
0.0%
13.0
23
0.0%
14.0
21
0.0%
SMALLEST VALUES
0.0
6
0.0%
1.0
120,090
92.2%
2.0
6,718
5.2%
3.0
1,535
1.2%
4.0
669
0.5%
5.0
351
0.3%
6.0
235
0.2%
7.0
168
0.1%
8.0
124
0.1%
9.0
80
0.1%
10.0
45
0.0%
11.0
32
0.0%
12.0
32
0.0%
13.0
23
0.0%
14.0
21
0.0%
LARGEST VALUES
57.0
5
0.0%
56.0
1
0.0%
55.0
3
0.0%
54.0
2
0.0%
53.0
4
0.0%
52.0
9
0.0%
51.0
7
0.0%
50.0
8
0.0%
49.0
5
0.0%
48.0
3
0.0%
47.0
4
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
2
0.0%
43.0
2
0.0%
339
V244
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
23
(0%)
MAX
22.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
0.698
VAR
0.488
KURT.
186
SKEW
11.5
SUM
146k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V242
0.97
V246
0.83
V186
0.82
V257
0.76
V243
0.71
V258
0.71
V190
0.70
V187
0.70
V189
0.66
V228
0.66
V230
0.66
V188
0.66
V199
0.64
V176
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.47
V241
0.45
V240
0.45
isFraud
0.31
V194
0.30
V111
0.19
V113
0.19
V112
0.19
V51
0.19
V46
0.18
V52
0.18
V47
0.18
V108
0.17
V110
0.17
MOST FREQUENT VALUES
1.0
122,428
94.0%
2.0
5,138
3.9%
3.0
1,222
0.9%
4.0
481
0.4%
5.0
304
0.2%
6.0
219
0.2%
7.0
144
0.1%
8.0
74
0.1%
9.0
66
0.1%
10.0
45
0.0%
11.0
39
0.0%
12.0
20
0.0%
16.0
19
0.0%
13.0
17
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
122,428
94.0%
2.0
5,138
3.9%
3.0
1,222
0.9%
4.0
481
0.4%
5.0
304
0.2%
6.0
219
0.2%
7.0
144
0.1%
8.0
74
0.1%
9.0
66
0.1%
10.0
45
0.0%
11.0
39
0.0%
12.0
20
0.0%
13.0
17
0.0%
14.0
13
0.0%
LARGEST VALUES
22.0
1
0.0%
21.0
1
0.0%
20.0
3
0.0%
19.0
3
0.0%
18.0
7
0.0%
17.0
8
0.0%
16.0
19
0.0%
15.0
9
0.0%
14.0
13
0.0%
13.0
17
0.0%
12.0
20
0.0%
11.0
39
0.0%
10.0
45
0.0%
9.0
66
0.1%
8.0
74
0.1%
340
V245
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
58
(0%)
MAX
262
95%
1
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
0
MIN
0
RANGE
262
IQR
0.00
STD
1.82
VAR
3.32
KURT.
8,088
SKEW
76.5
SUM
124k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V259
0.94
V227
0.90
V255
0.89
V256
0.88
V221
0.87
V222
0.84
V250
0.49
V251
0.48
V244
0.48
V242
0.46
V246
0.42
V257
0.37
V228
0.35
V238
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V194
0.13
V240
0.12
V241
0.12
V260
0.10
isFraud
0.09
id_30
0.06
ProductCD
0.06
id_15
0.05
id_35
0.05
P_emaildomain
0.05
V51
0.05
id_37
0.05
V82
0.05
id_36
0.05
MOST FREQUENT VALUES
1.0
102,862
72.9%
0.0
32,166
22.8%
2.0
4,035
2.9%
3.0
970
0.7%
4.0
347
0.2%
5.0
203
0.1%
6.0
134
0.1%
7.0
116
0.1%
8.0
49
0.0%
9.0
47
0.0%
18.0
30
0.0%
11.0
23
0.0%
10.0
20
0.0%
12.0
13
0.0%
16.0
8
0.0%
SMALLEST VALUES
0.0
32,166
22.8%
1.0
102,862
72.9%
2.0
4,035
2.9%
3.0
970
0.7%
4.0
347
0.2%
5.0
203
0.1%
6.0
134
0.1%
7.0
116
0.1%
8.0
49
0.0%
9.0
47
0.0%
10.0
20
0.0%
11.0
23
0.0%
12.0
13
0.0%
13.0
8
0.0%
14.0
8
0.0%
LARGEST VALUES
262.0
1
0.0%
199.0
1
0.0%
192.0
1
0.0%
187.0
1
0.0%
183.0
1
0.0%
174.0
1
0.0%
173.0
1
0.0%
157.0
1
0.0%
102.0
1
0.0%
86.0
1
0.0%
80.0
2
0.0%
73.0
1
0.0%
70.0
1
0.0%
67.0
1
0.0%
63.0
1
0.0%
341
V246
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
46
(0%)
MAX
45.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
1.04
VAR
1.08
KURT.
347
SKEW
14.5
SUM
154k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V257
0.91
V190
0.89
V244
0.83
V242
0.83
V228
0.82
V199
0.81
V258
0.74
V176
0.72
V186
0.72
V230
0.70
V44
0.68
V200
0.68
V201
0.67
V45
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.42
V241
0.33
V240
0.33
isFraud
0.33
V51
0.25
V194
0.25
V46
0.25
V52
0.23
V47
0.23
V114
0.17
V116
0.17
V115
0.17
V111
0.16
V113
0.16
MOST FREQUENT VALUES
1.0
119,219
91.5%
2.0
7,257
5.6%
3.0
1,561
1.2%
4.0
691
0.5%
5.0
416
0.3%
6.0
299
0.2%
7.0
210
0.2%
8.0
123
0.1%
9.0
95
0.1%
10.0
73
0.1%
11.0
56
0.0%
12.0
48
0.0%
13.0
33
0.0%
16.0
30
0.0%
14.0
29
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
119,219
91.5%
2.0
7,257
5.6%
3.0
1,561
1.2%
4.0
691
0.5%
5.0
416
0.3%
6.0
299
0.2%
7.0
210
0.2%
8.0
123
0.1%
9.0
95
0.1%
10.0
73
0.1%
11.0
56
0.0%
12.0
48
0.0%
13.0
33
0.0%
14.0
29
0.0%
LARGEST VALUES
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
2
0.0%
40.0
2
0.0%
39.0
1
0.0%
38.0
1
0.0%
37.0
1
0.0%
36.0
1
0.0%
35.0
1
0.0%
34.0
1
0.0%
33.0
1
0.0%
32.0
1
0.0%
31.0
3
0.0%
342
V247
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
0.280
VAR
0.079
KURT.
1,001
SKEW
26.0
SUM
134k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V252
0.85
V249
0.84
V191
0.83
V248
0.74
V193
0.74
V192
0.69
V254
0.68
V196
0.66
V243
0.64
V253
0.62
V229
0.58
V242
0.54
V258
0.54
V244
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V241
0.75
V240
0.75
V260
0.58
V194
0.43
id_35
0.25
id_15
0.21
id_30
0.20
id_32
0.20
id_34
0.20
DeviceType
0.20
id_38
0.19
id_36
0.18
id_37
0.18
id_28
0.18
MOST FREQUENT VALUES
1.0
128,025
98.3%
2.0
1,859
1.4%
3.0
185
0.1%
4.0
63
0.0%
5.0
35
0.0%
6.0
23
0.0%
7.0
18
0.0%
8.0
13
0.0%
9.0
11
0.0%
10.0
10
0.0%
0.0
8
0.0%
11.0
6
0.0%
16.0
5
0.0%
12.0
2
0.0%
15.0
2
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
128,025
98.3%
2.0
1,859
1.4%
3.0
185
0.1%
4.0
63
0.0%
5.0
35
0.0%
6.0
23
0.0%
7.0
18
0.0%
8.0
13
0.0%
9.0
11
0.0%
10.0
10
0.0%
11.0
6
0.0%
12.0
2
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
18.0
1
0.0%
17.0
1
0.0%
16.0
5
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
2
0.0%
11.0
6
0.0%
10.0
10
0.0%
9.0
11
0.0%
8.0
13
0.0%
7.0
18
0.0%
6.0
23
0.0%
5.0
35
0.0%
4.0
63
0.0%
343
V248
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
23
(0%)
MAX
36.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
36.0
IQR
0.00
STD
0.870
VAR
0.756
KURT.
1,301
SKEW
34.2
SUM
139k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V249
0.96
V253
0.95
V254
0.95
V229
0.87
V243
0.85
V267
0.84
V224
0.83
V225
0.80
V261
0.76
V247
0.74
V252
0.70
V258
0.69
V264
0.65
V230
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.38
V240
0.36
V241
0.36
V194
0.21
V65
0.09
id_30
0.09
ProductCD
0.09
M4
0.08
id_32
0.08
V67
0.08
id_35
0.08
V66
0.08
V71
0.08
id_34
0.08
MOST FREQUENT VALUES
1.0
125,399
96.3%
2.0
3,955
3.0%
3.0
498
0.4%
4.0
180
0.1%
5.0
77
0.1%
35.0
56
0.0%
6.0
32
0.0%
8.0
14
0.0%
7.0
14
0.0%
34.0
9
0.0%
10.0
7
0.0%
16.0
5
0.0%
36.0
5
0.0%
33.0
4
0.0%
13.0
3
0.0%
SMALLEST VALUES
0.0
2
0.0%
1.0
125,399
96.3%
2.0
3,955
3.0%
3.0
498
0.4%
4.0
180
0.1%
5.0
77
0.1%
6.0
32
0.0%
7.0
14
0.0%
8.0
14
0.0%
9.0
2
0.0%
10.0
7
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
3
0.0%
14.0
1
0.0%
LARGEST VALUES
36.0
5
0.0%
35.0
56
0.0%
34.0
9
0.0%
33.0
4
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
5
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
3
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
7
0.0%
9.0
2
0.0%
8.0
14
0.0%
344
V249
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
23
(0%)
MAX
22.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
0.519
VAR
0.270
KURT.
1,047
SKEW
29.9
SUM
136k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V248
0.96
V254
0.93
V253
0.89
V247
0.84
V243
0.84
V229
0.82
V267
0.78
V252
0.77
V224
0.77
V225
0.76
V261
0.71
V258
0.69
V230
0.65
V264
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V241
0.53
V240
0.53
V260
0.46
V194
0.31
id_35
0.15
id_30
0.14
id_32
0.13
id_34
0.13
V65
0.13
ProductCD
0.12
M4
0.12
V67
0.12
V14
0.12
V66
0.12
MOST FREQUENT VALUES
1.0
127,042
97.5%
2.0
2,630
2.0%
3.0
313
0.2%
4.0
121
0.1%
5.0
40
0.0%
19.0
27
0.0%
21.0
20
0.0%
6.0
18
0.0%
20.0
15
0.0%
7.0
7
0.0%
16.0
7
0.0%
0.0
6
0.0%
22.0
5
0.0%
17.0
4
0.0%
8.0
3
0.0%
SMALLEST VALUES
0.0
6
0.0%
1.0
127,042
97.5%
2.0
2,630
2.0%
3.0
313
0.2%
4.0
121
0.1%
5.0
40
0.0%
6.0
18
0.0%
7.0
7
0.0%
8.0
3
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
22.0
5
0.0%
21.0
20
0.0%
20.0
15
0.0%
19.0
27
0.0%
18.0
3
0.0%
17.0
4
0.0%
16.0
7
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
1
0.0%
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
3
0.0%
345
V250
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
0.488
VAR
0.238
KURT.
108
SKEW
3.37
SUM
111k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V251
0.98
V255
0.70
V256
0.68
D14
-0.67
V245
0.49
V259
0.46
V221
0.44
V222
0.43
id_06
0.36
V155
0.35
V154
0.34
V153
0.34
V156
0.34
V148
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.48
V241
0.48
V194
0.38
V260
0.37
id_35
0.22
ProductCD
0.22
id_30
0.21
id_34
0.19
id_32
0.19
V65
0.18
id_15
0.18
V14
0.17
V71
0.16
V67
0.16
MOST FREQUENT VALUES
1.0
107,253
76.0%
0.0
32,166
22.8%
2.0
1,364
1.0%
3.0
195
0.1%
4.0
65
0.0%
5.0
20
0.0%
6.0
12
0.0%
16.0
6
0.0%
7.0
4
0.0%
12.0
3
0.0%
13.0
3
0.0%
11.0
3
0.0%
10.0
3
0.0%
8.0
2
0.0%
15.0
2
0.0%
SMALLEST VALUES
0.0
32,166
22.8%
1.0
107,253
76.0%
2.0
1,364
1.0%
3.0
195
0.1%
4.0
65
0.0%
5.0
20
0.0%
6.0
12
0.0%
7.0
4
0.0%
8.0
2
0.0%
9.0
1
0.0%
10.0
3
0.0%
11.0
3
0.0%
12.0
3
0.0%
13.0
3
0.0%
14.0
1
0.0%
LARGEST VALUES
18.0
1
0.0%
17.0
2
0.0%
16.0
6
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
3
0.0%
12.0
3
0.0%
11.0
3
0.0%
10.0
3
0.0%
9.0
1
0.0%
8.0
2
0.0%
7.0
4
0.0%
6.0
12
0.0%
5.0
20
0.0%
4.0
65
0.0%
346
V251
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
0.501
VAR
0.251
KURT.
102
SKEW
3.50
SUM
112k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V250
0.98
V256
0.69
V255
0.69
D14
-0.65
V245
0.48
V259
0.45
V222
0.44
V221
0.44
V154
0.35
id_06
0.35
V155
0.34
V156
0.34
V153
0.34
V239
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.47
V241
0.47
V194
0.38
V260
0.36
id_35
0.21
ProductCD
0.21
id_30
0.21
id_32
0.18
id_34
0.18
V65
0.18
id_15
0.17
V14
0.17
V71
0.16
DeviceType
0.16
MOST FREQUENT VALUES
1.0
106,799
75.7%
0.0
32,089
22.7%
2.0
1,805
1.3%
3.0
239
0.2%
4.0
88
0.1%
6.0
25
0.0%
5.0
25
0.0%
16.0
6
0.0%
7.0
6
0.0%
8.0
4
0.0%
13.0
4
0.0%
11.0
3
0.0%
10.0
3
0.0%
12.0
3
0.0%
15.0
2
0.0%
SMALLEST VALUES
0.0
32,089
22.7%
1.0
106,799
75.7%
2.0
1,805
1.3%
3.0
239
0.2%
4.0
88
0.1%
5.0
25
0.0%
6.0
25
0.0%
7.0
6
0.0%
8.0
4
0.0%
9.0
1
0.0%
10.0
3
0.0%
11.0
3
0.0%
12.0
3
0.0%
13.0
4
0.0%
14.0
1
0.0%
LARGEST VALUES
18.0
1
0.0%
17.0
2
0.0%
16.0
6
0.0%
15.0
2
0.0%
14.0
1
0.0%
13.0
4
0.0%
12.0
3
0.0%
11.0
3
0.0%
10.0
3
0.0%
9.0
1
0.0%
8.0
4
0.0%
7.0
6
0.0%
6.0
25
0.0%
5.0
25
0.0%
4.0
88
0.1%
347
V252
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
25
(0%)
MAX
24.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
0.388
VAR
0.151
KURT.
963
SKEW
26.5
SUM
134k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V247
0.85
V196
0.78
V249
0.77
V254
0.75
V248
0.70
V243
0.65
V253
0.65
V191
0.64
V229
0.58
V193
0.58
V242
0.54
V192
0.53
V267
0.53
V224
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.64
V241
0.64
V260
0.51
V194
0.39
id_35
0.22
id_30
0.19
id_34
0.19
id_32
0.19
V65
0.18
id_15
0.17
ProductCD
0.16
M4
0.16
V14
0.16
DeviceType
0.16
MOST FREQUENT VALUES
1.0
128,031
98.3%
2.0
1,612
1.2%
3.0
281
0.2%
4.0
130
0.1%
5.0
53
0.0%
6.0
31
0.0%
7.0
25
0.0%
8.0
20
0.0%
9.0
13
0.0%
10.0
12
0.0%
16.0
11
0.0%
11.0
10
0.0%
0.0
8
0.0%
12.0
7
0.0%
13.0
6
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
128,031
98.3%
2.0
1,612
1.2%
3.0
281
0.2%
4.0
130
0.1%
5.0
53
0.0%
6.0
31
0.0%
7.0
25
0.0%
8.0
20
0.0%
9.0
13
0.0%
10.0
12
0.0%
11.0
10
0.0%
12.0
7
0.0%
13.0
6
0.0%
14.0
4
0.0%
LARGEST VALUES
24.0
1
0.0%
23.0
1
0.0%
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
2
0.0%
17.0
3
0.0%
16.0
11
0.0%
15.0
4
0.0%
14.0
4
0.0%
13.0
6
0.0%
12.0
7
0.0%
11.0
10
0.0%
10.0
12
0.0%
348
V253
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
66
(0%)
MAX
163
95%
1
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
163
IQR
0.00
STD
3.53
VAR
12.5
KURT.
1,665
SKEW
40.2
SUM
151k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V254
0.98
V248
0.95
V229
0.90
V249
0.89
V224
0.89
V267
0.89
V225
0.86
V243
0.85
V261
0.77
V264
0.69
V258
0.68
V268
0.66
V252
0.65
V230
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.29
V240
0.12
V241
0.11
id_35
0.08
id_28
0.07
id_29
0.07
id_15
0.07
id_38
0.07
id_36
0.07
id_37
0.07
DeviceType
0.07
id_23
0.06
V194
0.06
ProductCD
0.05
MOST FREQUENT VALUES
1.0
124,948
95.9%
2.0
3,746
2.9%
3.0
717
0.6%
4.0
295
0.2%
5.0
175
0.1%
6.0
89
0.1%
7.0
60
0.0%
8.0
28
0.0%
9.0
26
0.0%
10.0
15
0.0%
18.0
14
0.0%
12.0
9
0.0%
13.0
8
0.0%
20.0
8
0.0%
14.0
6
0.0%
SMALLEST VALUES
0.0
2
0.0%
1.0
124,948
95.9%
2.0
3,746
2.9%
3.0
717
0.6%
4.0
295
0.2%
5.0
175
0.1%
6.0
89
0.1%
7.0
60
0.0%
8.0
28
0.0%
9.0
26
0.0%
10.0
15
0.0%
11.0
6
0.0%
12.0
9
0.0%
13.0
8
0.0%
14.0
6
0.0%
LARGEST VALUES
163.0
5
0.0%
162.0
3
0.0%
161.0
4
0.0%
160.0
1
0.0%
159.0
1
0.0%
158.0
4
0.0%
157.0
1
0.0%
155.0
1
0.0%
154.0
1
0.0%
153.0
1
0.0%
152.0
2
0.0%
151.0
2
0.0%
150.0
1
0.0%
149.0
5
0.0%
148.0
1
0.0%
349
V254
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
45
(0%)
MAX
60.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
60.0
IQR
0.00
STD
1.33
VAR
1.76
KURT.
1,496
SKEW
37.2
SUM
140k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V253
0.98
V248
0.95
V249
0.93
V229
0.88
V243
0.87
V224
0.86
V267
0.86
V225
0.84
V252
0.75
V261
0.74
V258
0.70
V247
0.68
V264
0.67
V268
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.33
V240
0.25
V241
0.25
V194
0.14
V65
0.09
ProductCD
0.08
M4
0.08
id_35
0.08
V67
0.08
V66
0.08
V14
0.08
V71
0.08
id_30
0.07
V25
0.07
MOST FREQUENT VALUES
1.0
126,842
97.4%
2.0
2,446
1.9%
3.0
450
0.3%
4.0
210
0.2%
5.0
68
0.1%
6.0
46
0.0%
7.0
30
0.0%
9.0
24
0.0%
8.0
21
0.0%
10.0
11
0.0%
57.0
10
0.0%
46.0
10
0.0%
11.0
10
0.0%
59.0
8
0.0%
60.0
8
0.0%
SMALLEST VALUES
0.0
6
0.0%
1.0
126,842
97.4%
2.0
2,446
1.9%
3.0
450
0.3%
4.0
210
0.2%
5.0
68
0.1%
6.0
46
0.0%
7.0
30
0.0%
8.0
21
0.0%
9.0
24
0.0%
10.0
11
0.0%
11.0
10
0.0%
12.0
5
0.0%
13.0
3
0.0%
14.0
3
0.0%
LARGEST VALUES
60.0
8
0.0%
59.0
8
0.0%
58.0
7
0.0%
57.0
10
0.0%
56.0
4
0.0%
55.0
5
0.0%
54.0
3
0.0%
53.0
3
0.0%
52.0
3
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
2
0.0%
48.0
1
0.0%
47.0
3
0.0%
46.0
10
0.0%
350
V255
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
46
(0%)
MAX
87.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
87.0
IQR
0.00
STD
0.940
VAR
0.883
KURT.
3,068
SKEW
44.0
SUM
114k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V256
0.98
V245
0.89
V259
0.82
V227
0.80
V221
0.76
V222
0.73
V250
0.70
V251
0.69
V238
0.35
V239
0.34
D14
-0.31
V252
0.29
V270
0.29
V271
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.23
V241
0.23
V194
0.22
V260
0.18
id_30
0.14
ProductCD
0.13
id_35
0.13
id_32
0.12
id_34
0.12
V65
0.12
V14
0.11
V71
0.10
V67
0.10
V66
0.10
MOST FREQUENT VALUES
1.0
106,995
75.8%
0.0
32,166
22.8%
2.0
1,368
1.0%
3.0
276
0.2%
4.0
116
0.1%
5.0
42
0.0%
7.0
34
0.0%
6.0
19
0.0%
8.0
11
0.0%
9.0
9
0.0%
23.0
5
0.0%
10.0
5
0.0%
24.0
4
0.0%
29.0
4
0.0%
22.0
4
0.0%
SMALLEST VALUES
0.0
32,166
22.8%
1.0
106,995
75.8%
2.0
1,368
1.0%
3.0
276
0.2%
4.0
116
0.1%
5.0
42
0.0%
6.0
19
0.0%
7.0
34
0.0%
8.0
11
0.0%
9.0
9
0.0%
10.0
5
0.0%
11.0
2
0.0%
12.0
3
0.0%
13.0
1
0.0%
14.0
1
0.0%
LARGEST VALUES
87.0
1
0.0%
82.0
2
0.0%
80.0
1
0.0%
73.0
1
0.0%
72.0
1
0.0%
70.0
2
0.0%
53.0
1
0.0%
52.0
1
0.0%
46.0
3
0.0%
45.0
1
0.0%
43.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
36.0
1
0.0%
34.0
3
0.0%
351
V256
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
48
(0%)
MAX
87.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
87.0
IQR
0.00
STD
0.971
VAR
0.942
KURT.
2,822
SKEW
41.8
SUM
115k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V255
0.98
V245
0.88
V259
0.81
V227
0.78
V221
0.75
V222
0.74
V251
0.69
V250
0.68
V239
0.38
V238
0.35
V252
0.35
D14
-0.31
V270
0.30
V271
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V240
0.23
V241
0.23
V194
0.22
V260
0.18
id_30
0.14
ProductCD
0.13
id_35
0.13
id_32
0.12
id_34
0.12
V65
0.12
V14
0.11
V71
0.11
V67
0.10
V66
0.10
MOST FREQUENT VALUES
1.0
106,539
75.5%
0.0
32,089
22.7%
2.0
1,762
1.2%
3.0
316
0.2%
4.0
158
0.1%
5.0
52
0.0%
7.0
34
0.0%
6.0
31
0.0%
11.0
16
0.0%
9.0
14
0.0%
8.0
14
0.0%
10.0
8
0.0%
18.0
6
0.0%
23.0
5
0.0%
24.0
4
0.0%
SMALLEST VALUES
0.0
32,089
22.7%
1.0
106,539
75.5%
2.0
1,762
1.2%
3.0
316
0.2%
4.0
158
0.1%
5.0
52
0.0%
6.0
31
0.0%
7.0
34
0.0%
8.0
14
0.0%
9.0
14
0.0%
10.0
8
0.0%
11.0
16
0.0%
12.0
4
0.0%
13.0
2
0.0%
14.0
2
0.0%
LARGEST VALUES
87.0
1
0.0%
82.0
2
0.0%
80.0
1
0.0%
74.0
1
0.0%
73.0
1
0.0%
72.0
1
0.0%
70.0
1
0.0%
61.0
1
0.0%
57.0
1
0.0%
46.0
3
0.0%
45.0
1
0.0%
43.0
1
0.0%
41.0
1
0.0%
40.0
1
0.0%
38.0
1
0.0%
352
V257
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
49
(0%)
MAX
48.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.30
VAR
1.69
KURT.
273
SKEW
13.4
SUM
163k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V246
0.91
V199
0.87
V258
0.79
V190
0.78
V44
0.77
V244
0.76
V242
0.75
V200
0.75
V45
0.74
V201
0.73
V228
0.73
V86
0.66
V259
0.65
V186
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.41
isFraud
0.35
V51
0.31
V46
0.29
V241
0.29
V240
0.29
V52
0.28
V47
0.27
V194
0.23
V114
0.21
V116
0.21
V111
0.21
V113
0.21
V112
0.21
MOST FREQUENT VALUES
1.0
115,687
88.8%
2.0
9,571
7.3%
3.0
2,194
1.7%
4.0
843
0.6%
5.0
488
0.4%
6.0
325
0.2%
7.0
238
0.2%
8.0
167
0.1%
9.0
134
0.1%
10.0
105
0.1%
11.0
91
0.1%
12.0
69
0.1%
13.0
51
0.0%
14.0
43
0.0%
16.0
41
0.0%
SMALLEST VALUES
0.0
8
0.0%
1.0
115,687
88.8%
2.0
9,571
7.3%
3.0
2,194
1.7%
4.0
843
0.6%
5.0
488
0.4%
6.0
325
0.2%
7.0
238
0.2%
8.0
167
0.1%
9.0
134
0.1%
10.0
105
0.1%
11.0
91
0.1%
12.0
69
0.1%
13.0
51
0.0%
14.0
43
0.0%
LARGEST VALUES
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
2
0.0%
43.0
1
0.0%
42.0
1
0.0%
41.0
1
0.0%
40.0
2
0.0%
39.0
2
0.0%
38.0
2
0.0%
37.0
2
0.0%
36.0
3
0.0%
35.0
4
0.0%
34.0
3
0.0%
353
V258
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
67
(0%)
MAX
66.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
66.0
IQR
0.00
STD
1.99
VAR
3.97
KURT.
416
SKEW
17.4
SUM
175k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V243
0.88
V230
0.85
V229
0.83
V257
0.79
V246
0.74
V244
0.71
V242
0.71
V199
0.70
V254
0.70
V249
0.69
V248
0.69
V44
0.69
V253
0.68
V45
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.42
isFraud
0.28
V51
0.22
V52
0.21
V47
0.21
V46
0.21
V240
0.21
V241
0.21
V194
0.17
V111
0.16
V113
0.16
V112
0.16
V114
0.16
V116
0.16
MOST FREQUENT VALUES
1.0
112,810
86.6%
2.0
11,235
8.6%
3.0
2,694
2.1%
4.0
1,062
0.8%
5.0
569
0.4%
6.0
368
0.3%
7.0
280
0.2%
8.0
214
0.2%
9.0
147
0.1%
10.0
128
0.1%
11.0
100
0.1%
12.0
89
0.1%
13.0
89
0.1%
14.0
57
0.0%
15.0
46
0.0%
SMALLEST VALUES
0.0
6
0.0%
1.0
112,810
86.6%
2.0
11,235
8.6%
3.0
2,694
2.1%
4.0
1,062
0.8%
5.0
569
0.4%
6.0
368
0.3%
7.0
280
0.2%
8.0
214
0.2%
9.0
147
0.1%
10.0
128
0.1%
11.0
100
0.1%
12.0
89
0.1%
13.0
89
0.1%
14.0
57
0.0%
LARGEST VALUES
66.0
1
0.0%
65.0
3
0.0%
64.0
3
0.0%
63.0
6
0.0%
62.0
6
0.0%
61.0
8
0.0%
60.0
4
0.0%
59.0
3
0.0%
58.0
5
0.0%
57.0
3
0.0%
56.0
1
0.0%
55.0
3
0.0%
54.0
5
0.0%
53.0
1
0.0%
52.0
1
0.0%
354
V259
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
68
(0%)
MAX
285
95%
2
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
0
MIN
0
RANGE
285
IQR
0.00
STD
2.12
VAR
4.48
KURT.
5,815
SKEW
60.7
SUM
137k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V245
0.94
V221
0.93
V222
0.90
V227
0.83
V255
0.82
V256
0.81
V257
0.65
V246
0.64
V228
0.54
V44
0.49
V244
0.48
V242
0.47
V258
0.47
V45
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
isFraud
0.15
V260
0.14
V194
0.14
V240
0.11
V241
0.11
V51
0.10
V46
0.10
V52
0.09
V47
0.09
id_15
0.07
V114
0.06
V82
0.06
V116
0.06
id_29
0.06
MOST FREQUENT VALUES
1.0
97,344
69.0%
0.0
32,166
22.8%
2.0
7,879
5.6%
3.0
1,650
1.2%
4.0
639
0.5%
5.0
412
0.3%
6.0
213
0.2%
7.0
163
0.1%
8.0
99
0.1%
9.0
92
0.1%
10.0
75
0.1%
17.0
46
0.0%
11.0
43
0.0%
12.0
39
0.0%
20.0
32
0.0%
SMALLEST VALUES
0.0
32,166
22.8%
1.0
97,344
69.0%
2.0
7,879
5.6%
3.0
1,650
1.2%
4.0
639
0.5%
5.0
412
0.3%
6.0
213
0.2%
7.0
163
0.1%
8.0
99
0.1%
9.0
92
0.1%
10.0
75
0.1%
11.0
43
0.0%
12.0
39
0.0%
13.0
26
0.0%
14.0
22
0.0%
LARGEST VALUES
285.0
1
0.0%
210.0
1
0.0%
201.0
1
0.0%
195.0
2
0.0%
185.0
1
0.0%
184.0
1
0.0%
166.0
1
0.0%
108.0
1
0.0%
92.0
1
0.0%
84.0
1
0.0%
82.0
1
0.0%
78.0
1
0.0%
74.0
1
0.0%
71.0
1
0.0%
65.0
2
0.0%
355
V260
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
9
(0%)
TOP CATEGORIES
1.0
116,234
89%
0.0
9,901
8%
2.0
3,251
2%
3.0
607
0%
4.0
199
0%
5.0
58
0%
6.0
15
0%
7.0
3
0%
8.0
1
0%
ALL
130,269
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V260
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V260:
V241
0.35
V240
0.35
id_15
0.34
id_16
0.34
id_35
0.18
id_30
0.15
id_37
0.15
id_32
0.15
id_34
0.14
DeviceType
0.11
id_28
0.09
id_29
0.09
id_38
0.08
ProductCD
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
CORRELATION RATIO WITH...
V262
0.82
V247
0.58
V261
0.58
V252
0.51
V242
0.48
V244
0.47
V249
0.46
V230
0.45
V228
0.44
V218
0.44
V219
0.43
V232
0.43
V217
0.42
V246
0.42
356
V261
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
41
(0%)
MAX
49.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
0.00
STD
1.31
VAR
1.71
KURT.
614
SKEW
20.8
SUM
144k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V262
0.85
V224
0.81
V229
0.80
V225
0.78
V253
0.77
V248
0.76
V254
0.74
V243
0.74
V267
0.72
V249
0.71
V264
0.69
V258
0.65
V230
0.62
V274
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.58
V240
0.27
V241
0.27
id_15
0.20
id_16
0.19
id_37
0.12
ProductCD
0.12
id_30
0.11
V52
0.10
id_35
0.10
id_28
0.10
P_emaildomain
0.10
id_29
0.10
id_32
0.10
MOST FREQUENT VALUES
1.0
110,532
84.8%
0.0
9,264
7.1%
2.0
6,981
5.4%
3.0
1,609
1.2%
4.0
655
0.5%
5.0
267
0.2%
7.0
224
0.2%
8.0
173
0.1%
6.0
167
0.1%
9.0
132
0.1%
10.0
52
0.0%
15.0
19
0.0%
13.0
18
0.0%
11.0
16
0.0%
16.0
16
0.0%
SMALLEST VALUES
0.0
9,264
7.1%
1.0
110,532
84.8%
2.0
6,981
5.4%
3.0
1,609
1.2%
4.0
655
0.5%
5.0
267
0.2%
6.0
167
0.1%
7.0
224
0.2%
8.0
173
0.1%
9.0
132
0.1%
10.0
52
0.0%
11.0
16
0.0%
12.0
13
0.0%
13.0
18
0.0%
14.0
9
0.0%
LARGEST VALUES
49.0
4
0.0%
48.0
2
0.0%
47.0
7
0.0%
46.0
11
0.0%
45.0
6
0.0%
44.0
1
0.0%
43.0
2
0.0%
42.0
3
0.0%
41.0
6
0.0%
40.0
12
0.0%
39.0
5
0.0%
38.0
3
0.0%
37.0
7
0.0%
36.0
3
0.0%
35.0
2
0.0%
357
V262
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
21
(0%)
MAX
20.0
95%
2.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
0.621
VAR
0.385
KURT.
223
SKEW
10.7
SUM
132k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V261
0.85
V243
0.63
V229
0.63
V225
0.61
V258
0.60
V230
0.60
V224
0.58
V254
0.56
V248
0.56
V253
0.56
V249
0.55
V267
0.52
V264
0.51
V274
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.82
V241
0.46
V240
0.46
id_15
0.41
id_16
0.41
id_37
0.25
id_35
0.23
id_28
0.20
id_29
0.20
DeviceType
0.20
id_30
0.19
id_32
0.19
id_34
0.18
id_38
0.16
MOST FREQUENT VALUES
1.0
113,681
87.3%
0.0
9,620
7.4%
2.0
5,082
3.9%
3.0
1,003
0.8%
4.0
456
0.4%
5.0
170
0.1%
6.0
82
0.1%
7.0
26
0.0%
8.0
25
0.0%
16.0
18
0.0%
14.0
17
0.0%
13.0
14
0.0%
9.0
13
0.0%
11.0
12
0.0%
12.0
12
0.0%
SMALLEST VALUES
0.0
9,620
7.4%
1.0
113,681
87.3%
2.0
5,082
3.9%
3.0
1,003
0.8%
4.0
456
0.4%
5.0
170
0.1%
6.0
82
0.1%
7.0
26
0.0%
8.0
25
0.0%
9.0
13
0.0%
10.0
12
0.0%
11.0
12
0.0%
12.0
12
0.0%
13.0
14
0.0%
14.0
17
0.0%
LARGEST VALUES
20.0
4
0.0%
19.0
7
0.0%
18.0
1
0.0%
17.0
5
0.0%
16.0
18
0.0%
15.0
9
0.0%
14.0
17
0.0%
13.0
14
0.0%
12.0
12
0.0%
11.0
12
0.0%
10.0
12
0.0%
9.0
13
0.0%
8.0
25
0.0%
7.0
26
0.0%
6.0
82
0.1%
358
V263
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
10,421
(7%)
MAX
154k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
154k
IQR
0.00
STD
1,296
VAR
1.7M
KURT.
2,768
SKEW
38.7
SUM
15.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V202
0.97
V204
0.92
V265
0.91
V306
0.89
V331
0.89
V333
0.88
V203
0.88
V126
0.88
V332
0.87
V308
0.86
V128
0.86
V127
0.84
V211
0.82
V273
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.30
id_12
0.14
ProductCD
0.13
P_emaildomain
0.12
V174
0.11
R_emaildomain
0.11
V289
0.10
V288
0.10
id_30
0.09
id_16
0.08
id_15
0.08
id_29
0.07
id_28
0.07
V89
0.06
MOST FREQUENT VALUES
0.0
98,150
75.3%
100.0
2,175
1.7%
200.0
1,492
1.1%
50.0
1,407
1.1%
150.0
1,257
1.0%
300.0
1,052
0.8%
400.0
583
0.4%
25.0
528
0.4%
75.0
480
0.4%
600.0
458
0.4%
250.0
458
0.4%
500.0
360
0.3%
30.0
298
0.2%
450.0
262
0.2%
40.0
254
0.2%
SMALLEST VALUES
0.0
98,150
75.3%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.5830000042915344
1
0.0%
0.8781999945640564
10
0.0%
0.9327999949455258
1
0.0%
1.000599980354309
2
0.0%
1.170199990272522
1
0.0%
1.7383999824523926
1
0.0%
1.7563999891281128
10
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9227999448776243
1
0.0%
1.9562000036239624
1
0.0%
1.993899941444397
1
0.0%
LARGEST VALUES
153600.0
1
0.0%
104060.0
1
0.0%
102400.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
55125.0
1
0.0%
52030.0
1
0.0%
51200.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
35176.5
1
0.0%
31014.0
1
0.0%
30904.0
1
0.0%
30794.0
1
0.0%
30684.0
1
0.0%
359
V264
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
13,353
(9%)
MAX
154k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
154k
IQR
33.7
STD
2,259
VAR
5.1M
KURT.
775
SKEW
24.7
SUM
26.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V274
0.88
V265
0.85
V203
0.84
V204
0.82
V267
0.77
V202
0.77
V224
0.75
V218
0.75
V225
0.74
V212
0.74
V277
0.73
V234
0.73
V213
0.72
V236
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.36
V28
0.16
V89
0.16
id_12
0.12
ProductCD
0.11
V68
0.10
P_emaildomain
0.10
R_emaildomain
0.09
id_29
0.09
id_28
0.09
id_15
0.09
V174
0.09
id_35
0.08
DeviceType
0.08
MOST FREQUENT VALUES
0.0
90,212
69.3%
100.0
2,462
1.9%
50.0
1,655
1.3%
200.0
1,610
1.2%
150.0
1,362
1.0%
300.0
1,138
0.9%
25.0
694
0.5%
400.0
647
0.5%
75.0
573
0.4%
250.0
541
0.4%
600.0
507
0.4%
500.0
405
0.3%
30.0
403
0.3%
20.0
330
0.3%
40.0
328
0.3%
SMALLEST VALUES
0.0
90,212
69.3%
0.2915000021457672
1
0.0%
0.5702999830245972
1
0.0%
0.5830000042915344
1
0.0%
0.604200005531311
1
0.0%
0.7300000190734863
1
0.0%
0.8781999945640564
8
0.0%
0.8956999778747559
1
0.0%
0.9327999949455258
1
0.0%
1.0
2
0.0%
1.000599980354309
2
0.0%
1.0599999427795408
1
0.0%
1.170199990272522
1
0.0%
1.319700002670288
1
0.0%
1.5327999591827393
1
0.0%
LARGEST VALUES
153600.0
1
0.0%
104060.0
1
0.0%
102400.0
1
0.0%
101640.0
1
0.0%
76000.0
1
0.0%
70025.0
1
0.0%
70000.0
1
0.0%
69900.0
2
0.0%
69875.0
1
0.0%
69850.0
1
0.0%
69825.0
1
0.0%
69800.0
1
0.0%
69750.0
1
0.0%
69725.0
1
0.0%
69700.0
1
0.0%
360
V265
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
11,751
(8%)
MAX
154k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
154k
IQR
20.9
STD
1,598
VAR
2.6M
KURT.
1,377
SKEW
28.3
SUM
19.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V204
0.95
V203
0.92
V263
0.91
V202
0.91
V275
0.86
V264
0.85
V213
0.84
V308
0.84
V128
0.83
V274
0.83
V212
0.82
V127
0.82
V333
0.82
V306
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.33
id_12
0.14
ProductCD
0.13
V28
0.12
P_emaildomain
0.12
V89
0.12
V174
0.11
R_emaildomain
0.11
V289
0.10
V288
0.10
id_30
0.09
id_15
0.08
id_29
0.08
id_28
0.08
MOST FREQUENT VALUES
0.0
94,208
72.3%
100.0
2,335
1.8%
50.0
1,568
1.2%
200.0
1,549
1.2%
150.0
1,315
1.0%
300.0
1,105
0.8%
400.0
620
0.5%
25.0
616
0.5%
75.0
537
0.4%
250.0
507
0.4%
600.0
490
0.4%
30.0
401
0.3%
500.0
393
0.3%
40.0
325
0.2%
20.0
284
0.2%
SMALLEST VALUES
0.0
94,208
72.3%
0.10000000149011612
1
0.0%
0.2899999916553497
1
0.0%
0.2915000021457672
2
0.0%
0.5702999830245972
1
0.0%
0.5830000042915344
1
0.0%
0.715499997138977
1
0.0%
0.8781999945640564
8
0.0%
0.9327999949455258
1
0.0%
1.0
1
0.0%
1.000599980354309
2
0.0%
1.170199990272522
1
0.0%
1.5327999591827393
1
0.0%
1.7383999824523926
1
0.0%
1.7563999891281128
8
0.0%
LARGEST VALUES
153600.0
1
0.0%
104060.0
1
0.0%
102400.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
60000.0
1
0.0%
55125.0
1
0.0%
52030.0
1
0.0%
51200.0
1
0.0%
50820.0
1
0.0%
50400.0
1
0.0%
48600.0
1
0.0%
43200.0
2
0.0%
41400.0
1
0.0%
40650.0
1
0.0%
361
V266
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
2,178
(2%)
MAX
55,125
95%
29
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
208
VAR
43,317
KURT.
41,642
SKEW
176
SUM
1.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V269
1.00
V205
0.98
V129
0.96
V206
0.96
V309
0.95
V207
0.93
V311
0.93
V334
0.93
V131
0.91
V312
0.91
V336
0.90
V335
0.82
V310
0.80
V130
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V173
0.12
V89
0.11
V286
0.11
V68
0.11
V28
0.10
V174
0.10
V27
0.09
V141
0.09
V260
0.07
V142
0.06
V288
0.06
V50
0.05
id_12
0.05
V289
0.05
MOST FREQUENT VALUES
0.0
120,363
92.4%
50.0
391
0.3%
100.0
343
0.3%
25.0
202
0.2%
150.0
173
0.1%
106.0
165
0.1%
181.0
146
0.1%
20.0
123
0.1%
200.0
111
0.1%
15.0
101
0.1%
30.0
94
0.1%
1000.0
88
0.1%
10.0
84
0.1%
75.0
79
0.1%
300.0
68
0.1%
SMALLEST VALUES
0.0
120,363
92.4%
0.2915000021457672
7
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
2.598099946975708
4
0.0%
2.8396999835968018
1
0.0%
2.8455998897552486
2
0.0%
2.982800006866455
4
0.0%
3.0125000476837163
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9600.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
4000.0
8
0.0%
3300.0
1
0.0%
3000.0
12
0.0%
362
V267
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
3,615
(3%)
MAX
55,125
95%
76
Q3
0
AVG
36
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
633
VAR
400k
KURT.
1,723
SKEW
38.8
SUM
4.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V253
0.89
V268
0.88
V254
0.86
V224
0.85
V248
0.84
V225
0.83
V229
0.80
V249
0.78
V264
0.77
V243
0.74
V261
0.72
V258
0.60
V207
0.57
V230
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.28
V89
0.16
V28
0.16
V68
0.11
id_29
0.09
id_28
0.09
id_15
0.09
id_35
0.09
id_38
0.09
id_37
0.09
DeviceType
0.09
id_36
0.09
V27
0.08
id_23
0.07
MOST FREQUENT VALUES
0.0
111,913
85.9%
100.0
760
0.6%
50.0
739
0.6%
25.0
395
0.3%
150.0
341
0.3%
1259.0
328
0.3%
200.0
299
0.2%
20.0
266
0.2%
75.0
258
0.2%
30.0
254
0.2%
15.0
227
0.2%
10.0
217
0.2%
40.0
184
0.1%
300.0
181
0.1%
250.0
163
0.1%
SMALLEST VALUES
0.0
111,913
85.9%
0.2915000021457672
9
0.0%
0.498199999332428
2
0.0%
0.5702999830245972
1
0.0%
0.7300000190734863
1
0.0%
1.0
2
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.1199998855590816
2
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
27000.0
1
0.0%
26925.0
1
0.0%
26900.0
3
0.0%
26800.0
1
0.0%
26725.0
1
0.0%
26625.0
1
0.0%
26600.0
1
0.0%
26500.0
1
0.0%
26475.0
1
0.0%
26375.0
1
0.0%
26275.0
1
0.0%
26175.0
1
0.0%
25925.0
4
0.0%
363
V268
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
2,754
(2%)
MAX
55,125
95%
50
Q3
0
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
306
VAR
93,904
KURT.
9,384
SKEW
71.4
SUM
2.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V267
0.88
V207
0.88
V205
0.83
V206
0.81
V266
0.77
V269
0.77
V131
0.69
V312
0.68
V225
0.66
V253
0.66
V129
0.66
V254
0.66
V309
0.65
V264
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.22
V89
0.13
V28
0.12
V174
0.10
V68
0.08
V173
0.08
V27
0.08
id_29
0.08
id_28
0.08
V286
0.08
id_15
0.07
V141
0.07
id_35
0.07
DeviceType
0.07
MOST FREQUENT VALUES
0.0
116,177
89.2%
50.0
587
0.5%
100.0
549
0.4%
25.0
337
0.3%
619.0
328
0.3%
150.0
265
0.2%
30.0
230
0.2%
20.0
217
0.2%
15.0
206
0.2%
200.0
194
0.1%
10.0
175
0.1%
75.0
165
0.1%
40.0
150
0.1%
300.0
136
0.1%
250.0
114
0.1%
SMALLEST VALUES
0.0
116,177
89.2%
0.10000000149011612
1
0.0%
0.2899999916553497
1
0.0%
0.2915000021457672
9
0.0%
0.5702999830245972
1
0.0%
1.0
1
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.1199998855590816
1
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12550.0
1
0.0%
12500.0
2
0.0%
12307.5
2
0.0%
12150.0
2
0.0%
11975.0
1
0.0%
11950.0
1
0.0%
11875.0
2
0.0%
11825.0
1
0.0%
11775.0
1
0.0%
11750.0
1
0.0%
11725.0
1
0.0%
11675.0
1
0.0%
11625.0
1
0.0%
364
V269
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
151
(0%)
MAX
55,125
95%
0
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
207
VAR
43,017
KURT.
42,236
SKEW
178
SUM
779k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V266
1.00
V205
0.98
V129
0.96
V206
0.96
V309
0.95
V207
0.93
V311
0.93
V334
0.93
V131
0.91
V312
0.91
V336
0.90
V335
0.82
V310
0.80
V130
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V89
0.12
V68
0.11
V28
0.11
V27
0.09
V173
0.09
V141
0.08
V286
0.08
V174
0.07
V260
0.06
V142
0.06
V50
0.05
id_12
0.05
R_emaildomain
0.04
ProductCD
0.04
MOST FREQUENT VALUES
0.0
128,105
98.3%
100.0
212
0.2%
106.0
165
0.1%
181.0
146
0.1%
50.0
138
0.1%
150.0
110
0.1%
25.0
90
0.1%
20.0
90
0.1%
1000.0
88
0.1%
10.0
83
0.1%
200.0
80
0.1%
15.0
72
0.1%
250.0
66
0.1%
30.0
58
0.0%
300.0
54
0.0%
SMALLEST VALUES
0.0
128,105
98.3%
5.0
50
0.0%
6.0
4
0.0%
7.0
6
0.0%
7.5
19
0.0%
8.0
7
0.0%
8.75
2
0.0%
9.0
1
0.0%
10.0
83
0.1%
12.0
4
0.0%
13.0
9
0.0%
15.0
72
0.1%
17.5
1
0.0%
20.0
90
0.1%
22.5
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9600.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
4000.0
8
0.0%
3300.0
1
0.0%
3000.0
12
0.0%
365
V270
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
2,340
(2%)
MAX
4,000
95%
36
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
65.6
VAR
4,300
KURT.
1,556
SKEW
32.7
SUM
1.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V272
0.96
V271
0.92
V208
0.68
V161
0.56
V163
0.53
V162
0.49
V210
0.47
V315
0.41
V313
0.39
V222
0.37
V221
0.36
V227
0.36
V220
0.35
V138
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.33
V174
0.30
V288
0.21
V142
0.21
V173
0.19
V289
0.18
V286
0.16
V50
0.11
V260
0.10
id_12
0.09
id_29
0.08
id_16
0.07
id_28
0.07
id_15
0.07
MOST FREQUENT VALUES
0.0
128,334
90.9%
50.0
673
0.5%
100.0
658
0.5%
25.0
350
0.2%
150.0
272
0.2%
20.0
245
0.2%
15.0
243
0.2%
200.0
223
0.2%
30.0
204
0.1%
75.0
176
0.1%
10.0
173
0.1%
40.0
132
0.1%
10.600000381469727
109
0.1%
250.0
101
0.1%
5.0
95
0.1%
SMALLEST VALUES
0.0
128,334
90.9%
0.2915000021457672
7
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.8700000047683718
1
0.0%
1.895799994468689
1
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
2.520699977874756
1
0.0%
2.598099946975708
4
0.0%
2.8396999835968018
1
0.0%
2.8455998897552486
2
0.0%
2.982800006866455
4
0.0%
LARGEST VALUES
4000.0
10
0.0%
3300.0
1
0.0%
3084.25
1
0.0%
3000.0
11
0.0%
2246.25
1
0.0%
2027.25
1
0.0%
2019.75
1
0.0%
2000.0
12
0.0%
1969.75
1
0.0%
1937.0
1
0.0%
1924.25
1
0.0%
1750.0
1
0.0%
1747.0
1
0.0%
1506.56005859375
1
0.0%
1500.0
3
0.0%
366
V271
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
2,787
(2%)
MAX
4,000
95%
45
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
74.2
VAR
5,507
KURT.
1,043
SKEW
26.4
SUM
1.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V272
0.97
V270
0.92
V208
0.64
V163
0.55
V162
0.54
V161
0.52
V210
0.49
V315
0.42
V313
0.38
V227
0.37
V222
0.37
V221
0.34
V220
0.31
V256
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.31
V174
0.29
V142
0.25
V288
0.21
V289
0.20
V173
0.19
V286
0.15
V28
0.14
V89
0.14
id_12
0.12
V68
0.10
V260
0.10
V50
0.10
id_29
0.08
MOST FREQUENT VALUES
0.0
127,766
90.5%
100.0
641
0.5%
50.0
638
0.5%
25.0
322
0.2%
150.0
273
0.2%
200.0
239
0.2%
75.0
202
0.1%
20.0
199
0.1%
30.0
172
0.1%
10.0
153
0.1%
15.0
137
0.1%
250.0
114
0.1%
40.0
108
0.1%
300.0
101
0.1%
10.600000381469727
101
0.1%
SMALLEST VALUES
0.0
127,766
90.5%
0.2915000021457672
7
0.0%
0.498199999332428
4
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
2.520699977874756
1
0.0%
2.598099946975708
4
0.0%
2.8396999835968018
1
0.0%
2.8455998897552486
2
0.0%
2.982800006866455
4
0.0%
LARGEST VALUES
4000.0
10
0.0%
3300.0
1
0.0%
3084.25
1
0.0%
3000.0
13
0.0%
2715.06005859375
1
0.0%
2250.0
1
0.0%
2246.25
1
0.0%
2197.25
1
0.0%
2027.25
1
0.0%
2019.75
1
0.0%
2000.0
12
0.0%
1976.5
1
0.0%
1969.75
1
0.0%
1937.0
1
0.0%
1930.5
1
0.0%
367
V272
VALUES:
141,106
(98%)
MISSING:
3,127
(2%)
DISTINCT:
2,507
(2%)
MAX
4,000
95%
40
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
69.8
VAR
4,869
KURT.
1,284
SKEW
29.6
SUM
1.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V271
0.97
V270
0.96
V208
0.66
V163
0.58
V162
0.54
V161
0.54
V210
0.50
V315
0.42
V313
0.39
V222
0.37
V227
0.36
V221
0.35
V220
0.33
V138
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V141
0.32
V174
0.30
V142
0.25
V288
0.22
V289
0.19
V173
0.19
V286
0.15
id_12
0.10
V89
0.10
V28
0.10
V260
0.10
V50
0.10
id_29
0.08
id_28
0.08
MOST FREQUENT VALUES
0.0
128,136
90.8%
100.0
710
0.5%
50.0
652
0.5%
25.0
343
0.2%
150.0
265
0.2%
200.0
240
0.2%
20.0
195
0.1%
30.0
192
0.1%
75.0
191
0.1%
10.0
163
0.1%
15.0
155
0.1%
40.0
109
0.1%
250.0
108
0.1%
10.600000381469727
102
0.1%
300.0
90
0.1%
SMALLEST VALUES
0.0
128,136
90.8%
0.2915000021457672
7
0.0%
0.498199999332428
4
0.0%
1.170199990272522
5
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
2.230799913406372
2
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
4
0.0%
2.520699977874756
1
0.0%
2.598099946975708
4
0.0%
2.8396999835968018
1
0.0%
2.8455998897552486
2
0.0%
2.982800006866455
4
0.0%
LARGEST VALUES
4000.0
10
0.0%
3300.0
1
0.0%
3084.25
1
0.0%
3000.0
13
0.0%
2250.0
1
0.0%
2246.25
1
0.0%
2027.25
1
0.0%
2019.75
1
0.0%
2000.0
12
0.0%
1969.75
1
0.0%
1937.0
1
0.0%
1930.5
1
0.0%
1924.25
1
0.0%
1750.0
1
0.0%
1654.06005859375
1
0.0%
368
V273
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
7,177
(5%)
MAX
51,200
95%
151
Q3
0
AVG
74
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
51,200
IQR
0.00
STD
936
VAR
876k
KURT.
641
SKEW
23.6
SUM
9.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V211
0.96
V231
0.95
V275
0.95
V217
0.95
V233
0.94
V213
0.94
V232
0.94
V219
0.93
V177
0.93
V167
0.93
V179
0.92
V212
0.92
V178
0.91
V168
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.38
ProductCD
0.13
R_emaildomain
0.13
id_12
0.13
V174
0.13
V289
0.13
P_emaildomain
0.12
V288
0.12
id_30
0.10
id_16
0.07
id_15
0.07
id_29
0.07
id_28
0.06
card4
0.06
MOST FREQUENT VALUES
0.0
112,738
86.5%
100.0
975
0.7%
200.0
648
0.5%
150.0
642
0.5%
50.0
632
0.5%
300.0
522
0.4%
75.0
234
0.2%
400.0
229
0.2%
25.0
209
0.2%
600.0
197
0.2%
250.0
152
0.1%
30.0
145
0.1%
500.0
128
0.1%
450.0
128
0.1%
40.0
106
0.1%
SMALLEST VALUES
0.0
112,738
86.5%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.6413000226020813
1
0.0%
0.8781999945640564
10
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
2
0.0%
1.7563999891281128
10
0.0%
1.857200026512146
1
0.0%
1.9143999814987185
1
0.0%
1.9227999448776243
1
0.0%
2.001199960708618
2
0.0%
2.1370000839233403
1
0.0%
2.2472000122070312
1
0.0%
LARGEST VALUES
51200.0
1
0.0%
29997.0
1
0.0%
29887.0
1
0.0%
29785.0
4
0.0%
29777.0
1
0.0%
29675.0
1
0.0%
29667.0
1
0.0%
29557.0
1
0.0%
29447.0
1
0.0%
29337.0
1
0.0%
29227.0
1
0.0%
29117.0
1
0.0%
29105.0
1
0.0%
29097.0
1
0.0%
29015.0
1
0.0%
369
V274
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
8,315
(6%)
MAX
66,000
95%
200
Q3
0
AVG
106
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
66,000
IQR
0.00
STD
1,251
VAR
1.6M
KURT.
470
SKEW
20.3
SUM
13.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V212
0.91
V218
0.91
V213
0.89
V275
0.89
V264
0.88
V211
0.88
V219
0.85
V179
0.85
V178
0.85
V168
0.85
V177
0.85
V167
0.85
V232
0.84
V273
0.83

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.41
ProductCD
0.12
R_emaildomain
0.12
id_12
0.12
P_emaildomain
0.11
V174
0.11
V289
0.11
V288
0.10
V89
0.08
id_30
0.08
V28
0.08
id_15
0.08
id_29
0.08
id_28
0.07
MOST FREQUENT VALUES
0.0
110,475
84.8%
100.0
974
0.7%
200.0
695
0.5%
150.0
684
0.5%
50.0
649
0.5%
300.0
564
0.4%
400.0
259
0.2%
75.0
239
0.2%
600.0
235
0.2%
25.0
222
0.2%
500.0
170
0.1%
250.0
167
0.1%
450.0
152
0.1%
30.0
139
0.1%
40.0
104
0.1%
SMALLEST VALUES
0.0
110,475
84.8%
0.2915000021457672
1
0.0%
0.604200005531311
2
0.0%
0.6413000226020813
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.0
1
0.0%
1.000599980354309
2
0.0%
1.0282000303268433
1
0.0%
1.0599999427795408
1
0.0%
1.5327999591827393
2
0.0%
1.7563999891281128
8
0.0%
1.857200026512146
1
0.0%
1.9143999814987185
1
0.0%
LARGEST VALUES
66000.0
1
0.0%
51200.0
1
0.0%
33606.0
1
0.0%
33500.0
1
0.0%
33394.0
1
0.0%
33288.0
1
0.0%
33182.0
1
0.0%
33076.0
1
0.0%
32970.0
1
0.0%
32864.0
1
0.0%
32758.0
1
0.0%
32652.0
1
0.0%
32546.0
1
0.0%
32440.0
1
0.0%
32334.0
1
0.0%
370
V275
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
7,776
(5%)
MAX
51,200
95%
198
Q3
0
AVG
89
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
51,200
IQR
0.00
STD
1,071
VAR
1.1M
KURT.
548
SKEW
22.0
SUM
11.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V213
0.96
V273
0.95
V211
0.94
V212
0.93
V219
0.93
V233
0.92
V232
0.92
V179
0.91
V217
0.91
V231
0.91
V168
0.91
V177
0.91
V178
0.91
V167
0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.38
ProductCD
0.13
R_emaildomain
0.13
id_12
0.13
V174
0.13
V289
0.12
P_emaildomain
0.12
V288
0.12
id_30
0.10
id_16
0.07
id_15
0.07
id_29
0.07
id_28
0.06
V89
0.06
MOST FREQUENT VALUES
0.0
111,612
85.7%
100.0
964
0.7%
200.0
682
0.5%
150.0
663
0.5%
50.0
635
0.5%
300.0
551
0.4%
400.0
252
0.2%
75.0
238
0.2%
600.0
225
0.2%
25.0
209
0.2%
250.0
162
0.1%
500.0
152
0.1%
450.0
146
0.1%
30.0
143
0.1%
60.0
107
0.1%
SMALLEST VALUES
0.0
111,612
85.7%
0.2915000021457672
1
0.0%
0.4239999949932097
1
0.0%
0.6413000226020813
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
2
0.0%
1.5327999591827393
2
0.0%
1.7563999891281128
8
0.0%
1.857200026512146
1
0.0%
1.9143999814987185
1
0.0%
1.9227999448776243
1
0.0%
2.001199960708618
2
0.0%
2.1370000839233403
1
0.0%
LARGEST VALUES
51200.0
1
0.0%
33181.0
1
0.0%
33075.0
1
0.0%
32969.0
1
0.0%
32863.0
1
0.0%
32757.0
1
0.0%
32651.0
1
0.0%
32545.0
1
0.0%
32439.0
1
0.0%
32333.0
1
0.0%
32227.0
1
0.0%
32121.0
1
0.0%
32015.0
1
0.0%
31909.0
1
0.0%
31803.0
1
0.0%
371
V276
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
2,262
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
616
VAR
379k
KURT.
14,998
SKEW
109
SUM
4.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V214
0.99
V278
0.95
V216
0.95
V215
0.93
V319
0.88
V277
0.87
V321
0.85
V320
0.84
V337
0.83
V339
0.81
V338
0.79
V135
0.79
V137
0.76
V136
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.08
id_30
0.06
ProductCD
0.06
V68
0.06
V28
0.06
V27
0.06
V89
0.05
V260
0.05
P_emaildomain
0.05
id_15
0.04
R_emaildomain
0.04
id_16
0.04
id_29
0.04
id_28
0.04
MOST FREQUENT VALUES
0.0
117,574
90.3%
100.0
1,263
1.0%
200.0
917
0.7%
150.0
680
0.5%
50.0
650
0.5%
300.0
620
0.5%
400.0
323
0.2%
250.0
301
0.2%
600.0
272
0.2%
500.0
267
0.2%
25.0
247
0.2%
75.0
244
0.2%
1551.0
171
0.1%
450.0
155
0.1%
125.0
134
0.1%
SMALLEST VALUES
0.0
117,574
90.3%
1.3085999488830566
11
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
2
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.582200050354004
1
0.0%
2.9679999351501465
1
0.0%
3.0125000476837163
6
0.0%
3.0910000801086426
1
0.0%
3.497999906539917
1
0.0%
3.5827999114990234
1
0.0%
3.6475000381469727
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
14700.0
1
0.0%
372
V277
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
2,539
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
730
VAR
532k
KURT.
7,724
SKEW
70.0
SUM
6.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V215
0.95
V278
0.95
V216
0.94
V214
0.89
V276
0.87
V320
0.79
V321
0.79
V319
0.76
V338
0.74
V339
0.74
V264
0.73
V136
0.73
V337
0.72
V137
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.18
id_12
0.10
V28
0.10
V89
0.10
ProductCD
0.09
V27
0.08
P_emaildomain
0.07
V68
0.07
id_29
0.07
id_15
0.07
id_28
0.07
id_30
0.07
id_35
0.07
R_emaildomain
0.06
MOST FREQUENT VALUES
0.0
115,421
88.6%
100.0
1,338
1.0%
200.0
967
0.7%
50.0
728
0.6%
150.0
709
0.5%
300.0
646
0.5%
400.0
360
0.3%
250.0
306
0.2%
600.0
298
0.2%
500.0
291
0.2%
25.0
282
0.2%
75.0
251
0.2%
3667.0
182
0.1%
450.0
159
0.1%
30.0
142
0.1%
SMALLEST VALUES
0.0
115,421
88.6%
1.3085999488830566
11
0.0%
1.5099999904632568
1
0.0%
1.993899941444397
1
0.0%
2.1199998855590816
1
0.0%
2.1517999172210693
2
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.4486000537872314
1
0.0%
2.582200050354004
1
0.0%
2.6500000953674316
1
0.0%
2.9149999618530287
1
0.0%
2.9679999351501465
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
16000.0
1
0.0%
373
V278
VALUES:
130,269
(90%)
MISSING:
13,964
(10%)
DISTINCT:
2,396
(2%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
660
VAR
436k
KURT.
11,446
SKEW
90.5
SUM
5.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V216
0.98
V215
0.97
V276
0.95
V277
0.95
V214
0.94
V321
0.87
V320
0.86
V319
0.84
V339
0.81
V338
0.80
V337
0.80
V137
0.78
V136
0.77
V135
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V260
0.11
id_12
0.10
ProductCD
0.08
P_emaildomain
0.07
id_30
0.07
V27
0.07
V28
0.07
R_emaildomain
0.06
V68
0.06
id_15
0.06
V89
0.06
id_29
0.06
id_28
0.05
id_16
0.05
MOST FREQUENT VALUES
0.0
116,560
89.5%
100.0
1,295
1.0%
200.0
947
0.7%
150.0
693
0.5%
50.0
687
0.5%
300.0
644
0.5%
400.0
342
0.3%
250.0
303
0.2%
600.0
286
0.2%
500.0
284
0.2%
25.0
262
0.2%
75.0
254
0.2%
3281.0
182
0.1%
450.0
159
0.1%
30.0
139
0.1%
SMALLEST VALUES
0.0
116,560
89.5%
1.3085999488830566
11
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
2
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.582200050354004
1
0.0%
2.9679999351501465
1
0.0%
3.0125000476837163
6
0.0%
3.0910000801086426
1
0.0%
3.497999906539917
1
0.0%
3.5827999114990234
1
0.0%
3.6475000381469727
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
374
V279
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
880
(1%)
MAX
880
95%
3
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
880
IQR
0.00
STD
42.3
VAR
1,793
KURT.
240
SKEW
14.9
SUM
534k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V293
1.00
V322
1.00
V95
1.00
V101
1.00
V316
1.00
V132
1.00
V177
0.99
V167
0.99
V164
0.99
V211
0.99
V143
0.99
V306
0.99
V331
0.99
V126
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.26
P_emaildomain
0.25
V289
0.24
V288
0.24
V174
0.23
V240
0.21
V241
0.21
id_12
0.19
V260
0.17
id_30
0.16
card4
0.12
V64
0.10
V67
0.09
MOST FREQUENT VALUES
0.0
116,292
80.6%
1.0
15,103
10.5%
2.0
5,532
3.8%
3.0
2,600
1.8%
4.0
1,360
0.9%
5.0
711
0.5%
6.0
449
0.3%
7.0
269
0.2%
8.0
172
0.1%
9.0
111
0.1%
10.0
75
0.1%
11.0
55
0.0%
12.0
38
0.0%
13.0
23
0.0%
14.0
16
0.0%
SMALLEST VALUES
0.0
116,292
80.6%
1.0
15,103
10.5%
2.0
5,532
3.8%
3.0
2,600
1.8%
4.0
1,360
0.9%
5.0
711
0.5%
6.0
449
0.3%
7.0
269
0.2%
8.0
172
0.1%
9.0
111
0.1%
10.0
75
0.1%
11.0
55
0.0%
12.0
38
0.0%
13.0
23
0.0%
14.0
16
0.0%
LARGEST VALUES
880.0
1
0.0%
879.0
1
0.0%
878.0
1
0.0%
877.0
1
0.0%
876.0
1
0.0%
875.0
1
0.0%
874.0
1
0.0%
873.0
1
0.0%
872.0
1
0.0%
871.0
1
0.0%
870.0
1
0.0%
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
375
V280
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
974
(1%)
MAX
975
95%
3
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
975
IQR
0.00
STD
55.6
VAR
3,087
KURT.
167
SKEW
12.5
SUM
788k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V324
1.00
V295
1.00
V97
1.00
V103
1.00
V318
1.00
V134
1.00
V323
0.99
V96
0.99
V333
0.99
V308
0.99
V128
0.99
V102
0.99
V332
0.99
V133
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.30
P_emaildomain
0.28
V289
0.27
V174
0.26
V288
0.26
V240
0.24
V241
0.24
id_12
0.22
V260
0.19
id_30
0.18
card4
0.13
V64
0.11
V67
0.10
MOST FREQUENT VALUES
0.0
110,196
76.4%
1.0
17,182
11.9%
2.0
6,763
4.7%
3.0
3,386
2.3%
4.0
1,876
1.3%
5.0
1,071
0.7%
6.0
694
0.5%
7.0
430
0.3%
8.0
298
0.2%
9.0
221
0.2%
10.0
168
0.1%
11.0
112
0.1%
12.0
84
0.1%
13.0
58
0.0%
14.0
39
0.0%
SMALLEST VALUES
0.0
110,196
76.4%
1.0
17,182
11.9%
2.0
6,763
4.7%
3.0
3,386
2.3%
4.0
1,876
1.3%
5.0
1,071
0.7%
6.0
694
0.5%
7.0
430
0.3%
8.0
298
0.2%
9.0
221
0.2%
10.0
168
0.1%
11.0
112
0.1%
12.0
84
0.1%
13.0
58
0.0%
14.0
39
0.0%
LARGEST VALUES
975.0
1
0.0%
974.0
1
0.0%
973.0
1
0.0%
972.0
1
0.0%
971.0
1
0.0%
970.0
2
0.0%
969.0
2
0.0%
968.0
2
0.0%
967.0
2
0.0%
966.0
1
0.0%
965.0
1
0.0%
964.0
1
0.0%
963.0
1
0.0%
962.0
1
0.0%
961.0
1
0.0%
376
V281
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
23
(0%)
MAX
22.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
0.680
VAR
0.463
KURT.
126
SKEW
9.40
SUM
17,347
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V55
0.77
V282
0.66
V283
0.52
V284
0.52
V169
0.51
V138
0.50
V56
0.48
V290
0.46
V220
0.41
V77
0.40
V325
0.36
V223
0.34
V313
0.34
V37
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V288
0.56
V289
0.50
V286
0.44
V174
0.34
V173
0.33
V63
0.30
V73
0.28
V66
0.27
V57
0.26
V61
0.26
V71
0.24
V64
0.23
V84
0.22
V74
0.22
MOST FREQUENT VALUES
0.0
136,226
94.6%
1.0
4,037
2.8%
2.0
1,562
1.1%
3.0
864
0.6%
4.0
527
0.4%
5.0
303
0.2%
6.0
164
0.1%
7.0
108
0.1%
8.0
72
0.0%
10.0
54
0.0%
9.0
44
0.0%
12.0
14
0.0%
11.0
13
0.0%
13.0
11
0.0%
15.0
4
0.0%
SMALLEST VALUES
0.0
136,226
94.6%
1.0
4,037
2.8%
2.0
1,562
1.1%
3.0
864
0.6%
4.0
527
0.4%
5.0
303
0.2%
6.0
164
0.1%
7.0
108
0.1%
8.0
72
0.0%
9.0
44
0.0%
10.0
54
0.0%
11.0
13
0.0%
12.0
14
0.0%
13.0
11
0.0%
14.0
4
0.0%
LARGEST VALUES
22.0
1
0.0%
21.0
1
0.0%
20.0
1
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
1
0.0%
16.0
2
0.0%
15.0
4
0.0%
14.0
4
0.0%
13.0
11
0.0%
12.0
14
0.0%
11.0
13
0.0%
10.0
54
0.0%
9.0
44
0.0%
8.0
72
0.0%
377
V282
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
33
(0%)
MAX
32.0
95%
3.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
32.0
IQR
0.00
STD
1.08
VAR
1.16
KURT.
64.3
SKEW
5.43
SUM
173k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V283
0.78
V55
0.77
V281
0.66
V139
0.63
V140
0.61
V56
0.51
V300
0.48
D2
-0.47
V301
0.47
V290
0.44
V146
0.41
V147
0.41
V170
0.39
V77
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V288
0.37
V289
0.33
V286
0.27
V63
0.25
V66
0.24
V73
0.23
V61
0.22
V57
0.22
V173
0.22
V174
0.21
V71
0.20
id_16
0.18
V67
0.17
id_15
0.17
MOST FREQUENT VALUES
1.0
105,590
73.3%
0.0
15,827
11.0%
2.0
12,879
8.9%
3.0
4,759
3.3%
4.0
2,280
1.6%
5.0
1,190
0.8%
6.0
545
0.4%
7.0
367
0.3%
8.0
177
0.1%
9.0
125
0.1%
11.0
92
0.1%
10.0
75
0.1%
12.0
31
0.0%
13.0
23
0.0%
14.0
13
0.0%
SMALLEST VALUES
0.0
15,827
11.0%
1.0
105,590
73.3%
2.0
12,879
8.9%
3.0
4,759
3.3%
4.0
2,280
1.6%
5.0
1,190
0.8%
6.0
545
0.4%
7.0
367
0.3%
8.0
177
0.1%
9.0
125
0.1%
10.0
75
0.1%
11.0
92
0.1%
12.0
31
0.0%
13.0
23
0.0%
14.0
13
0.0%
LARGEST VALUES
32.0
1
0.0%
31.0
1
0.0%
30.0
1
0.0%
29.0
1
0.0%
28.0
1
0.0%
27.0
1
0.0%
26.0
2
0.0%
25.0
2
0.0%
24.0
2
0.0%
23.0
2
0.0%
22.0
2
0.0%
21.0
2
0.0%
20.0
2
0.0%
19.0
2
0.0%
18.0
2
0.0%
378
V283
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
57
(0%)
MAX
56.0
95%
3.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
56.0
IQR
0.00
STD
1.50
VAR
2.26
KURT.
212
SKEW
10.1
SUM
188k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V56
0.86
V282
0.78
V140
0.61
V139
0.60
V290
0.57
V55
0.56
V281
0.52
V78
0.50
D2
-0.47
V62
0.44
V72
0.44
V58
0.42
V147
0.39
V146
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
0.46
V83
0.42
V79
0.42
V93
0.42
V289
0.40
V288
0.39
V64
0.37
V67
0.22
V74
0.22
V43
0.22
V174
0.21
V286
0.20
V63
0.19
V73
0.18
MOST FREQUENT VALUES
1.0
101,226
70.3%
0.0
15,753
10.9%
2.0
14,600
10.1%
3.0
5,665
3.9%
4.0
2,770
1.9%
5.0
1,505
1.0%
6.0
883
0.6%
7.0
565
0.4%
8.0
281
0.2%
9.0
198
0.1%
10.0
123
0.1%
12.0
94
0.1%
11.0
90
0.1%
13.0
48
0.0%
22.0
41
0.0%
SMALLEST VALUES
0.0
15,753
10.9%
1.0
101,226
70.3%
2.0
14,600
10.1%
3.0
5,665
3.9%
4.0
2,770
1.9%
5.0
1,505
1.0%
6.0
883
0.6%
7.0
565
0.4%
8.0
281
0.2%
9.0
198
0.1%
10.0
123
0.1%
11.0
90
0.1%
12.0
94
0.1%
13.0
48
0.0%
14.0
29
0.0%
LARGEST VALUES
56.0
2
0.0%
55.0
1
0.0%
54.0
1
0.0%
53.0
1
0.0%
52.0
1
0.0%
51.0
1
0.0%
50.0
1
0.0%
49.0
1
0.0%
48.0
1
0.0%
47.0
1
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
1
0.0%
42.0
1
0.0%
379
V284
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
13
(0%)
MAX
12.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.332
VAR
0.110
KURT.
63.5
SKEW
5.73
SUM
11,953
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V325
0.92
V223
0.62
V98
0.61
V327
0.54
V287
0.53
V281
0.52
V326
0.46
V175
0.41
V55
0.41
V285
0.37
V314
0.36
V313
0.36
V290
0.36
V330
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V286
0.73
V288
0.59
V289
0.56
V173
0.53
V174
0.48
V63
0.23
V71
0.23
V31
0.21
V66
0.20
id_16
0.19
id_15
0.19
ProductCD
0.18
V92
0.18
V67
0.18
MOST FREQUENT VALUES
0.0
134,098
93.0%
1.0
8,677
6.0%
2.0
1,204
0.8%
3.0
198
0.1%
4.0
30
0.0%
5.0
12
0.0%
6.0
5
0.0%
7.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
134,098
93.0%
1.0
8,677
6.0%
2.0
1,204
0.8%
3.0
198
0.1%
4.0
30
0.0%
5.0
12
0.0%
6.0
5
0.0%
7.0
2
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
LARGEST VALUES
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
1
0.0%
7.0
2
0.0%
6.0
5
0.0%
5.0
12
0.0%
4.0
30
0.0%
3.0
198
0.1%
2.0
1,204
0.8%
1.0
8,677
6.0%
0.0
134,098
93.0%
380
V285
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
45
(0%)
MAX
44.0
95%
2.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
3.00
VAR
8.98
KURT.
64.2
SKEW
7.70
SUM
86,255
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V326
0.96
V99
0.94
V287
0.92
V327
0.90
V100
0.89
V296
0.79
V298
0.78
V329
0.78
V105
0.77
V299
0.76
V330
0.76
V106
0.75
V324
0.73
V323
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.47
P_emaildomain
0.44
id_30
0.35
id_12
0.34
V289
0.34
V174
0.32
V288
0.32
R_emaildomain
0.26
V22
0.22
V64
0.19
id_16
0.17
V240
0.16
V241
0.16
id_15
0.16
MOST FREQUENT VALUES
0.0
121,807
84.5%
1.0
13,923
9.7%
2.0
2,988
2.1%
3.0
1,325
0.9%
26.0
959
0.7%
4.0
667
0.5%
18.0
410
0.3%
5.0
383
0.3%
6.0
251
0.2%
7.0
200
0.1%
8.0
155
0.1%
9.0
133
0.1%
12.0
133
0.1%
10.0
93
0.1%
11.0
91
0.1%
SMALLEST VALUES
0.0
121,807
84.5%
1.0
13,923
9.7%
2.0
2,988
2.1%
3.0
1,325
0.9%
4.0
667
0.5%
5.0
383
0.3%
6.0
251
0.2%
7.0
200
0.1%
8.0
155
0.1%
9.0
133
0.1%
10.0
93
0.1%
11.0
91
0.1%
12.0
133
0.1%
13.0
54
0.0%
14.0
52
0.0%
LARGEST VALUES
44.0
2
0.0%
43.0
5
0.0%
42.0
8
0.0%
41.0
5
0.0%
40.0
5
0.0%
39.0
5
0.0%
38.0
5
0.0%
37.0
3
0.0%
36.0
8
0.0%
35.0
10
0.0%
34.0
16
0.0%
33.0
23
0.0%
32.0
17
0.0%
31.0
20
0.0%
30.0
17
0.0%
381
V286
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
7
(0%)
TOP CATEGORIES
0.0
138,016
96%
1.0
5,709
4%
2.0
414
0%
3.0
82
0%
4.0
7
0%
5.0
2
0%
6.0
1
0%
ALL
144,231
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V286
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V286:
V173
0.60
V289
0.39
V288
0.38
V174
0.29
id_16
0.10
id_15
0.10
id_29
0.07
id_28
0.07
V73
0.07
V57
0.06
V66
0.06
V61
0.06
V74
0.06
id_30
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V286
CORRELATION RATIO WITH...
V284
0.73
V223
0.51
V281
0.44
V98
0.32
V55
0.32
V290
0.30
V169
0.30
V325
0.29
V313
0.28
V220
0.27
V315
0.27
V282
0.27
V56
0.23
V287
0.22
382
V287
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
15
(0%)
MAX
14.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
1.03
VAR
1.07
KURT.
51.5
SKEW
6.77
SUM
35,203
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V327
0.97
V326
0.92
V285
0.92
V100
0.91
V99
0.87
V329
0.81
V330
0.80
V296
0.78
V298
0.77
V105
0.77
V299
0.77
V175
0.76
V324
0.76
V106
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V289
0.47
V288
0.46
ProductCD
0.43
V174
0.42
P_emaildomain
0.40
id_12
0.32
id_30
0.29
R_emaildomain
0.26
V286
0.22
V22
0.21
V64
0.20
id_16
0.19
id_15
0.19
id_29
0.17
MOST FREQUENT VALUES
0.0
127,192
88.2%
1.0
12,036
8.3%
2.0
2,053
1.4%
9.0
987
0.7%
3.0
699
0.5%
7.0
476
0.3%
4.0
276
0.2%
5.0
175
0.1%
6.0
126
0.1%
8.0
95
0.1%
10.0
54
0.0%
11.0
37
0.0%
12.0
19
0.0%
13.0
5
0.0%
14.0
1
0.0%
SMALLEST VALUES
0.0
127,192
88.2%
1.0
12,036
8.3%
2.0
2,053
1.4%
3.0
699
0.5%
4.0
276
0.2%
5.0
175
0.1%
6.0
126
0.1%
7.0
476
0.3%
8.0
95
0.1%
9.0
987
0.7%
10.0
54
0.0%
11.0
37
0.0%
12.0
19
0.0%
13.0
5
0.0%
14.0
1
0.0%
LARGEST VALUES
14.0
1
0.0%
13.0
5
0.0%
12.0
19
0.0%
11.0
37
0.0%
10.0
54
0.0%
9.0
987
0.7%
8.0
95
0.1%
7.0
476
0.3%
6.0
126
0.1%
5.0
175
0.1%
4.0
276
0.2%
3.0
699
0.5%
2.0
2,053
1.4%
1.0
12,036
8.3%
0.0
127,192
88.2%
383
V288
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
9
(0%)
TOP CATEGORIES
0.0
127,620
89%
1.0
15,146
11%
2.0
1,060
1%
3.0
167
0%
4.0
13
0%
5.0
5
0%
8.0
2
0%
7.0
1
0%
6.0
1
0%
ALL
144,015
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V288
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V288:
V289
0.95
V174
0.31
V286
0.19
V64
0.12
V173
0.11
V67
0.09
ProductCD
0.08
V63
0.08
V66
0.08
V71
0.07
V65
0.07
id_16
0.06
V22
0.06
V14
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V288
CORRELATION RATIO WITH...
V284
0.59
V313
0.58
V315
0.57
V281
0.56
V314
0.50
V287
0.46
V175
0.44
V283
0.39
V55
0.39
V282
0.37
V223
0.36
V56
0.34
V303
0.34
V304
0.32
384
V289
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
10
(0%)
TOP CATEGORIES
0.0
127,452
88%
1.0
14,200
10%
2.0
1,635
1%
3.0
437
0%
4.0
158
0%
5.0
57
0%
7.0
53
0%
6.0
19
0%
8.0
3
0%
9.0
1
0%
ALL
144,015
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V289
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V289:
V288
0.88
V174
0.28
V286
0.18
V64
0.13
V173
0.11
V67
0.08
ProductCD
0.08
V63
0.07
V66
0.07
V71
0.07
V65
0.07
V22
0.06
V85
0.06
V74
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V289
CORRELATION RATIO WITH...
V315
0.57
V284
0.56
V313
0.53
V314
0.52
V281
0.50
V287
0.47
V175
0.44
V283
0.40
V55
0.37
V303
0.35
V56
0.34
V223
0.34
V285
0.34
V282
0.33
385
V290
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
43
(0%)
MAX
47.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
46.0
IQR
0.00
STD
0.898
VAR
0.807
KURT.
542
SKEW
16.9
SUM
172k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V56
0.73
V292
0.66
V55
0.65
V283
0.57
V281
0.46
V291
0.44
V282
0.44
V78
0.44
V228
0.41
V284
0.36
V139
0.33
V62
0.33
V72
0.32
V140
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V79
0.39
V85
0.39
V83
0.39
V93
0.38
V286
0.30
V288
0.29
V289
0.29
V73
0.25
V66
0.25
V63
0.24
V173
0.24
V64
0.24
V57
0.24
V61
0.23
MOST FREQUENT VALUES
1.0
128,892
89.4%
2.0
9,981
6.9%
3.0
2,733
1.9%
4.0
1,220
0.8%
5.0
577
0.4%
6.0
319
0.2%
7.0
185
0.1%
8.0
116
0.1%
9.0
59
0.0%
10.0
35
0.0%
11.0
19
0.0%
12.0
13
0.0%
13.0
8
0.0%
22.0
7
0.0%
17.0
6
0.0%
SMALLEST VALUES
1.0
128,892
89.4%
2.0
9,981
6.9%
3.0
2,733
1.9%
4.0
1,220
0.8%
5.0
577
0.4%
6.0
319
0.2%
7.0
185
0.1%
8.0
116
0.1%
9.0
59
0.0%
10.0
35
0.0%
11.0
19
0.0%
12.0
13
0.0%
13.0
8
0.0%
14.0
5
0.0%
15.0
4
0.0%
LARGEST VALUES
47.0
1
0.0%
42.0
5
0.0%
41.0
2
0.0%
40.0
1
0.0%
39.0
1
0.0%
38.0
1
0.0%
37.0
1
0.0%
36.0
1
0.0%
35.0
1
0.0%
34.0
1
0.0%
33.0
1
0.0%
32.0
1
0.0%
31.0
3
0.0%
30.0
1
0.0%
29.0
1
0.0%
386
V291
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
78
(0%)
MAX
1,044
95%
3
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
1,043
IQR
0.00
STD
11.5
VAR
133
KURT.
5,024
SKEW
69.7
SUM
223k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V292
0.94
V56
0.80
V55
0.48
V72
0.45
V290
0.44
V62
0.43
V58
0.42
V326
0.36
V327
0.35
V60
0.32
V329
0.28
V330
0.28
V328
0.27
V324
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V79
0.07
V83
0.07
V85
0.07
V93
0.07
V64
0.05
V52
0.05
ProductCD
0.04
V47
0.04
M4
0.04
id_35
0.04
V94
0.04
id_30
0.04
V21
0.04
V51
0.04
MOST FREQUENT VALUES
1.0
118,201
82.0%
2.0
15,393
10.7%
3.0
4,876
3.4%
4.0
2,367
1.6%
5.0
1,289
0.9%
6.0
708
0.5%
7.0
387
0.3%
8.0
252
0.2%
9.0
164
0.1%
10.0
107
0.1%
11.0
72
0.0%
12.0
52
0.0%
13.0
36
0.0%
14.0
27
0.0%
19.0
27
0.0%
SMALLEST VALUES
1.0
118,201
82.0%
2.0
15,393
10.7%
3.0
4,876
3.4%
4.0
2,367
1.6%
5.0
1,289
0.9%
6.0
708
0.5%
7.0
387
0.3%
8.0
252
0.2%
9.0
164
0.1%
10.0
107
0.1%
11.0
72
0.0%
12.0
52
0.0%
13.0
36
0.0%
14.0
27
0.0%
15.0
27
0.0%
LARGEST VALUES
1044.0
1
0.0%
1031.0
1
0.0%
1030.0
1
0.0%
862.0
1
0.0%
833.0
1
0.0%
827.0
2
0.0%
806.0
1
0.0%
805.0
1
0.0%
798.0
1
0.0%
796.0
1
0.0%
795.0
1
0.0%
790.0
3
0.0%
787.0
1
0.0%
786.0
1
0.0%
779.0
1
0.0%
387
V292
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
73
(0%)
MAX
199
95%
3
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
198
IQR
0.00
STD
2.61
VAR
6.80
KURT.
3,565
SKEW
54.9
SUM
188k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V291
0.94
V56
0.85
V290
0.66
V55
0.59
V72
0.42
V62
0.41
V58
0.40
V60
0.32
V140
0.30
V139
0.29
V283
0.28
D2
-0.26
V78
0.23
D3
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V85
0.21
V79
0.20
V83
0.20
V93
0.20
V64
0.15
V289
0.14
V288
0.14
V74
0.12
V67
0.12
V43
0.11
V52
0.11
V47
0.10
V286
0.10
V174
0.10
MOST FREQUENT VALUES
1.0
123,929
85.9%
2.0
12,878
8.9%
3.0
3,684
2.6%
4.0
1,663
1.2%
5.0
803
0.6%
6.0
436
0.3%
7.0
257
0.2%
8.0
174
0.1%
9.0
113
0.1%
10.0
72
0.0%
11.0
41
0.0%
12.0
33
0.0%
13.0
16
0.0%
14.0
11
0.0%
15.0
10
0.0%
SMALLEST VALUES
1.0
123,929
85.9%
2.0
12,878
8.9%
3.0
3,684
2.6%
4.0
1,663
1.2%
5.0
803
0.6%
6.0
436
0.3%
7.0
257
0.2%
8.0
174
0.1%
9.0
113
0.1%
10.0
72
0.0%
11.0
41
0.0%
12.0
33
0.0%
13.0
16
0.0%
14.0
11
0.0%
15.0
10
0.0%
LARGEST VALUES
199.0
1
0.0%
198.0
1
0.0%
197.0
1
0.0%
186.0
3
0.0%
183.0
1
0.0%
178.0
1
0.0%
177.0
3
0.0%
176.0
1
0.0%
173.0
1
0.0%
172.0
4
0.0%
170.0
2
0.0%
169.0
1
0.0%
160.0
1
0.0%
143.0
1
0.0%
140.0
1
0.0%
388
V293
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
869
(1%)
MAX
869
95%
2
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
869
IQR
0.00
STD
41.5
VAR
1,721
KURT.
245
SKEW
15.1
SUM
494k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V279
1.00
V101
1.00
V322
1.00
V95
1.00
V316
1.00
V132
1.00
V177
0.99
V167
0.99
V164
0.99
V211
0.99
V143
0.99
V306
0.99
V331
0.99
V126
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.26
P_emaildomain
0.24
V289
0.24
V288
0.23
V174
0.23
V240
0.20
V241
0.20
id_12
0.19
V260
0.17
id_30
0.16
card4
0.12
V64
0.09
V67
0.09
MOST FREQUENT VALUES
0.0
129,576
89.8%
1.0
7,131
4.9%
2.0
2,928
2.0%
3.0
1,451
1.0%
4.0
712
0.5%
5.0
403
0.3%
6.0
237
0.2%
7.0
147
0.1%
8.0
94
0.1%
9.0
62
0.0%
10.0
41
0.0%
11.0
30
0.0%
12.0
21
0.0%
20.0
18
0.0%
14.0
15
0.0%
SMALLEST VALUES
0.0
129,576
89.8%
1.0
7,131
4.9%
2.0
2,928
2.0%
3.0
1,451
1.0%
4.0
712
0.5%
5.0
403
0.3%
6.0
237
0.2%
7.0
147
0.1%
8.0
94
0.1%
9.0
62
0.0%
10.0
41
0.0%
11.0
30
0.0%
12.0
21
0.0%
13.0
15
0.0%
14.0
15
0.0%
LARGEST VALUES
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
865.0
1
0.0%
864.0
1
0.0%
863.0
1
0.0%
862.0
1
0.0%
861.0
1
0.0%
860.0
1
0.0%
859.0
1
0.0%
858.0
1
0.0%
857.0
1
0.0%
856.0
1
0.0%
855.0
1
0.0%
389
V294
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
1,285
(1%)
MAX
1,286
95%
2
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,286
IQR
0.00
STD
73.2
VAR
5,361
KURT.
183
SKEW
13.1
SUM
946k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V323
1.00
V317
1.00
V332
0.99
V307
0.99
V324
0.99
V102
0.99
V133
0.99
V295
0.99
V96
0.99
V318
0.99
V280
0.98
V333
0.98
V127
0.98
V134
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
R_emaildomain
0.28
P_emaildomain
0.26
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.20
V260
0.18
id_30
0.17
card4
0.12
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
126,660
87.8%
1.0
7,892
5.5%
2.0
3,510
2.4%
3.0
1,872
1.3%
4.0
999
0.7%
5.0
587
0.4%
6.0
359
0.2%
7.0
218
0.2%
8.0
155
0.1%
9.0
106
0.1%
10.0
80
0.1%
11.0
56
0.0%
28.0
40
0.0%
12.0
39
0.0%
13.0
33
0.0%
SMALLEST VALUES
0.0
126,660
87.8%
1.0
7,892
5.5%
2.0
3,510
2.4%
3.0
1,872
1.3%
4.0
999
0.7%
5.0
587
0.4%
6.0
359
0.2%
7.0
218
0.2%
8.0
155
0.1%
9.0
106
0.1%
10.0
80
0.1%
11.0
56
0.0%
12.0
39
0.0%
13.0
33
0.0%
14.0
28
0.0%
LARGEST VALUES
1286.0
17
0.0%
1285.0
1
0.0%
1284.0
1
0.0%
1283.0
1
0.0%
1282.0
2
0.0%
1281.0
1
0.0%
1280.0
1
0.0%
1279.0
1
0.0%
1278.0
1
0.0%
1277.0
1
0.0%
1276.0
1
0.0%
1275.0
1
0.0%
1274.0
1
0.0%
1273.0
1
0.0%
1272.0
1
0.0%
390
V295
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
927
(1%)
MAX
928
95%
2
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
928
IQR
0.00
STD
51.8
VAR
2,682
KURT.
175
SKEW
12.8
SUM
689k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V280
1.00
V324
1.00
V103
1.00
V318
1.00
V97
1.00
V134
1.00
V323
0.99
V96
0.99
V102
0.99
V333
0.99
V308
0.99
V128
0.99
V133
0.99
V317
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.26
V174
0.26
V288
0.25
V240
0.23
V241
0.23
id_12
0.21
V260
0.18
id_30
0.18
card4
0.13
V64
0.11
V67
0.10
MOST FREQUENT VALUES
0.0
128,053
88.8%
1.0
7,506
5.2%
2.0
3,255
2.3%
3.0
1,665
1.2%
4.0
862
0.6%
5.0
493
0.3%
6.0
301
0.2%
7.0
195
0.1%
8.0
125
0.1%
9.0
88
0.1%
10.0
59
0.0%
11.0
38
0.0%
23.0
37
0.0%
12.0
28
0.0%
13.0
22
0.0%
SMALLEST VALUES
0.0
128,053
88.8%
1.0
7,506
5.2%
2.0
3,255
2.3%
3.0
1,665
1.2%
4.0
862
0.6%
5.0
493
0.3%
6.0
301
0.2%
7.0
195
0.1%
8.0
125
0.1%
9.0
88
0.1%
10.0
59
0.0%
11.0
38
0.0%
12.0
28
0.0%
13.0
22
0.0%
14.0
19
0.0%
LARGEST VALUES
928.0
1
0.0%
927.0
1
0.0%
926.0
1
0.0%
925.0
1
0.0%
924.0
1
0.0%
923.0
2
0.0%
922.0
2
0.0%
921.0
2
0.0%
920.0
2
0.0%
919.0
1
0.0%
918.0
1
0.0%
917.0
1
0.0%
916.0
1
0.0%
915.0
1
0.0%
914.0
1
0.0%
391
V296
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
94
(0%)
MAX
93.0
95%
1.0
Q3
0.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
93.0
IQR
0.00
STD
6.22
VAR
38.7
KURT.
114
SKEW
10.6
SUM
106k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V298
1.00
V329
0.99
V105
0.99
V299
0.97
V330
0.96
V106
0.95
V324
0.95
V280
0.95
V97
0.95
V323
0.94
V295
0.94
V333
0.94
V96
0.94
V103
0.94

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.34
P_emaildomain
0.31
R_emaildomain
0.31
V289
0.27
V174
0.27
V288
0.26
id_12
0.26
V240
0.23
V241
0.23
id_30
0.21
V260
0.18
card4
0.15
id_16
0.12
id_15
0.12
MOST FREQUENT VALUES
0.0
131,771
91.5%
1.0
7,211
5.0%
2.0
2,015
1.4%
71.0
870
0.6%
3.0
747
0.5%
33.0
288
0.2%
4.0
285
0.2%
5.0
148
0.1%
6.0
108
0.1%
37.0
36
0.0%
11.0
36
0.0%
82.0
34
0.0%
22.0
33
0.0%
7.0
32
0.0%
27.0
24
0.0%
SMALLEST VALUES
0.0
131,771
91.5%
1.0
7,211
5.0%
2.0
2,015
1.4%
3.0
747
0.5%
4.0
285
0.2%
5.0
148
0.1%
6.0
108
0.1%
7.0
32
0.0%
8.0
24
0.0%
9.0
10
0.0%
10.0
9
0.0%
11.0
36
0.0%
12.0
6
0.0%
13.0
7
0.0%
14.0
21
0.0%
LARGEST VALUES
93.0
5
0.0%
92.0
1
0.0%
91.0
1
0.0%
90.0
1
0.0%
89.0
1
0.0%
88.0
3
0.0%
87.0
1
0.0%
86.0
1
0.0%
85.0
1
0.0%
84.0
1
0.0%
83.0
1
0.0%
82.0
34
0.0%
81.0
1
0.0%
80.0
1
0.0%
79.0
1
0.0%
392
V297
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
12
(0%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
1.12
VAR
1.26
KURT.
76.8
SKEW
8.51
SUM
27,268
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V328
0.97
V104
0.95
V299
0.94
V330
0.94
V106
0.92
V329
0.90
V298
0.89
V181
0.89
V105
0.88
V296
0.88
V183
0.88
V324
0.83
V333
0.82
V235
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.33
ProductCD
0.31
R_emaildomain
0.30
P_emaildomain
0.28
V289
0.26
V288
0.25
V174
0.25
id_30
0.20
V260
0.19
V240
0.18
V241
0.18
id_16
0.16
id_15
0.16
id_29
0.15
MOST FREQUENT VALUES
0.0
134,331
93.1%
1.0
6,131
4.3%
2.0
1,512
1.0%
11.0
1,293
0.9%
3.0
519
0.4%
4.0
203
0.1%
5.0
101
0.1%
6.0
56
0.0%
7.0
35
0.0%
8.0
25
0.0%
9.0
15
0.0%
10.0
10
0.0%
SMALLEST VALUES
0.0
134,331
93.1%
1.0
6,131
4.3%
2.0
1,512
1.0%
3.0
519
0.4%
4.0
203
0.1%
5.0
101
0.1%
6.0
56
0.0%
7.0
35
0.0%
8.0
25
0.0%
9.0
15
0.0%
10.0
10
0.0%
11.0
1,293
0.9%
LARGEST VALUES
11.0
1,293
0.9%
10.0
10
0.0%
9.0
15
0.0%
8.0
25
0.0%
7.0
35
0.0%
6.0
56
0.0%
5.0
101
0.1%
4.0
203
0.1%
3.0
519
0.4%
2.0
1,512
1.0%
1.0
6,131
4.3%
0.0
134,331
93.1%
393
V298
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
94
(0%)
MAX
93.0
95%
1.0
Q3
0.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
93.0
IQR
0.00
STD
6.16
VAR
37.9
KURT.
118
SKEW
10.7
SUM
103k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V296
1.00
V329
1.00
V105
0.99
V299
0.97
V330
0.96
V106
0.96
V324
0.96
V280
0.96
V97
0.95
V323
0.95
V295
0.95
V333
0.95
V103
0.95
V96
0.95

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.34
R_emaildomain
0.31
P_emaildomain
0.31
V289
0.27
V174
0.27
V288
0.27
id_12
0.26
V240
0.23
V241
0.23
id_30
0.20
V260
0.18
card4
0.14
id_16
0.12
id_15
0.12
MOST FREQUENT VALUES
0.0
132,312
91.7%
1.0
7,065
4.9%
2.0
1,943
1.3%
71.0
870
0.6%
3.0
717
0.5%
33.0
284
0.2%
4.0
277
0.2%
5.0
140
0.1%
6.0
86
0.1%
11.0
50
0.0%
37.0
35
0.0%
82.0
34
0.0%
22.0
33
0.0%
21.0
28
0.0%
7.0
26
0.0%
SMALLEST VALUES
0.0
132,312
91.7%
1.0
7,065
4.9%
2.0
1,943
1.3%
3.0
717
0.5%
4.0
277
0.2%
5.0
140
0.1%
6.0
86
0.1%
7.0
26
0.0%
8.0
15
0.0%
9.0
10
0.0%
10.0
15
0.0%
11.0
50
0.0%
12.0
6
0.0%
13.0
7
0.0%
14.0
17
0.0%
LARGEST VALUES
93.0
4
0.0%
92.0
1
0.0%
91.0
1
0.0%
90.0
2
0.0%
89.0
1
0.0%
88.0
3
0.0%
87.0
1
0.0%
86.0
1
0.0%
85.0
1
0.0%
84.0
1
0.0%
83.0
1
0.0%
82.0
34
0.0%
81.0
1
0.0%
80.0
1
0.0%
79.0
1
0.0%
394
V299
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
50
(0%)
MAX
49.0
95%
1.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
0.00
STD
3.34
VAR
11.2
KURT.
103
SKEW
10.1
SUM
61,456
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V330
0.99
V106
0.99
V329
0.97
V298
0.97
V105
0.97
V296
0.97
V297
0.94
V104
0.92
V324
0.92
V97
0.92
V328
0.92
V280
0.91
V183
0.91
V333
0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.33
R_emaildomain
0.32
P_emaildomain
0.31
V289
0.28
id_12
0.28
V288
0.27
V174
0.27
V240
0.22
V241
0.22
id_30
0.21
V260
0.19
card4
0.14
id_16
0.13
id_15
0.13
MOST FREQUENT VALUES
0.0
133,368
92.5%
1.0
6,596
4.6%
2.0
1,719
1.2%
3.0
610
0.4%
38.0
505
0.4%
34.0
419
0.3%
27.0
286
0.2%
4.0
247
0.2%
5.0
103
0.1%
11.0
54
0.0%
6.0
53
0.0%
31.0
39
0.0%
7.0
30
0.0%
10.0
23
0.0%
42.0
23
0.0%
SMALLEST VALUES
0.0
133,368
92.5%
1.0
6,596
4.6%
2.0
1,719
1.2%
3.0
610
0.4%
4.0
247
0.2%
5.0
103
0.1%
6.0
53
0.0%
7.0
30
0.0%
8.0
22
0.0%
9.0
16
0.0%
10.0
23
0.0%
11.0
54
0.0%
12.0
12
0.0%
13.0
7
0.0%
14.0
4
0.0%
LARGEST VALUES
49.0
3
0.0%
48.0
1
0.0%
47.0
3
0.0%
46.0
2
0.0%
45.0
2
0.0%
44.0
3
0.0%
43.0
2
0.0%
42.0
23
0.0%
41.0
1
0.0%
40.0
1
0.0%
39.0
1
0.0%
38.0
505
0.4%
37.0
3
0.0%
36.0
3
0.0%
35.0
6
0.0%
395
V300
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
12
(0%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.429
VAR
0.184
KURT.
144
SKEW
9.33
SUM
12,092
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V301
0.98
V146
0.60
V147
0.59
V184
0.56
V238
0.51
V239
0.50
V282
0.48
V185
0.46
V139
0.40
V140
0.40
V235
0.38
V283
0.35
V297
0.33
V328
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.28
id_16
0.15
id_29
0.15
id_15
0.15
id_28
0.15
id_30
0.15
ProductCD
0.10
V141
0.09
V66
0.09
V63
0.08
V67
0.08
V73
0.08
V65
0.08
V64
0.08
MOST FREQUENT VALUES
0.0
135,873
94.3%
1.0
5,838
4.1%
2.0
1,466
1.0%
3.0
496
0.3%
4.0
170
0.1%
5.0
78
0.1%
6.0
33
0.0%
11.0
28
0.0%
7.0
16
0.0%
8.0
10
0.0%
9.0
4
0.0%
10.0
3
0.0%
SMALLEST VALUES
0.0
135,873
94.3%
1.0
5,838
4.1%
2.0
1,466
1.0%
3.0
496
0.3%
4.0
170
0.1%
5.0
78
0.1%
6.0
33
0.0%
7.0
16
0.0%
8.0
10
0.0%
9.0
4
0.0%
10.0
3
0.0%
11.0
28
0.0%
LARGEST VALUES
11.0
28
0.0%
10.0
3
0.0%
9.0
4
0.0%
8.0
10
0.0%
7.0
16
0.0%
6.0
33
0.0%
5.0
78
0.1%
4.0
170
0.1%
3.0
496
0.3%
2.0
1,466
1.0%
1.0
5,838
4.1%
0.0
135,873
94.3%
396
V301
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
12
(0%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.440
VAR
0.194
KURT.
137
SKEW
9.16
SUM
12,548
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V300
0.98
V146
0.60
V147
0.59
V184
0.55
V238
0.50
V239
0.50
V282
0.47
V185
0.46
V140
0.40
V139
0.40
V235
0.38
V283
0.36
V297
0.33
V328
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.28
id_16
0.15
id_29
0.15
id_15
0.15
id_28
0.15
id_30
0.14
ProductCD
0.10
V141
0.09
V289
0.08
V66
0.08
V64
0.08
V63
0.08
V67
0.08
V73
0.08
MOST FREQUENT VALUES
0.0
135,665
94.2%
1.0
5,928
4.1%
2.0
1,525
1.1%
3.0
526
0.4%
4.0
179
0.1%
5.0
86
0.1%
6.0
41
0.0%
11.0
28
0.0%
7.0
17
0.0%
8.0
11
0.0%
9.0
5
0.0%
10.0
4
0.0%
SMALLEST VALUES
0.0
135,665
94.2%
1.0
5,928
4.1%
2.0
1,525
1.1%
3.0
526
0.4%
4.0
179
0.1%
5.0
86
0.1%
6.0
41
0.0%
7.0
17
0.0%
8.0
11
0.0%
9.0
5
0.0%
10.0
4
0.0%
11.0
28
0.0%
LARGEST VALUES
11.0
28
0.0%
10.0
4
0.0%
9.0
5
0.0%
8.0
11
0.0%
7.0
17
0.0%
6.0
41
0.0%
5.0
86
0.1%
4.0
179
0.1%
3.0
526
0.4%
2.0
1,525
1.1%
1.0
5,928
4.1%
0.0
135,665
94.2%
397
V302
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
17
(0%)
MAX
16.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.387
VAR
0.149
KURT.
202
SKEW
8.68
SUM
148k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V304
0.84
V303
0.68
V60
0.64
V59
0.64
V81
0.49
V80
0.48
V328
0.45
V330
0.44
V39
0.43
V40
0.42
V329
0.42
V327
0.40
V324
0.40
V333
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_15
0.42
id_37
0.40
id_38
0.39
id_35
0.39
id_36
0.39
id_28
0.39
id_29
0.39
DeviceType
0.38
V63
0.25
V194
0.25
V64
0.24
V288
0.21
V66
0.21
V289
0.21
MOST FREQUENT VALUES
1.0
133,580
92.6%
2.0
5,094
3.5%
0.0
4,469
3.1%
3.0
673
0.5%
4.0
215
0.1%
5.0
92
0.1%
6.0
46
0.0%
7.0
23
0.0%
8.0
13
0.0%
15.0
7
0.0%
9.0
6
0.0%
10.0
4
0.0%
13.0
2
0.0%
12.0
2
0.0%
14.0
2
0.0%
SMALLEST VALUES
0.0
4,469
3.1%
1.0
133,580
92.6%
2.0
5,094
3.5%
3.0
673
0.5%
4.0
215
0.1%
5.0
92
0.1%
6.0
46
0.0%
7.0
23
0.0%
8.0
13
0.0%
9.0
6
0.0%
10.0
4
0.0%
11.0
2
0.0%
12.0
2
0.0%
13.0
2
0.0%
14.0
2
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
7
0.0%
14.0
2
0.0%
13.0
2
0.0%
12.0
2
0.0%
11.0
2
0.0%
10.0
4
0.0%
9.0
6
0.0%
8.0
13
0.0%
7.0
23
0.0%
6.0
46
0.0%
5.0
92
0.1%
4.0
215
0.1%
3.0
673
0.5%
2.0
5,094
3.5%
398
V303
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
21
(0%)
MAX
20.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
0.720
VAR
0.519
KURT.
77.4
SKEW
6.51
SUM
165k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V304
0.86
V329
0.72
V327
0.71
V326
0.71
V330
0.71
V324
0.68
V302
0.68
V323
0.67
V333
0.67
V332
0.66
V328
0.63
V322
0.60
V331
0.59
V164
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V289
0.35
V288
0.34
V64
0.30
V85
0.27
id_15
0.27
ProductCD
0.27
P_emaildomain
0.25
V67
0.23
id_37
0.23
id_35
0.22
id_38
0.22
id_29
0.22
id_28
0.22
id_36
0.22
MOST FREQUENT VALUES
1.0
126,155
87.5%
2.0
9,011
6.2%
0.0
4,150
2.9%
3.0
2,277
1.6%
5.0
1,357
0.9%
4.0
806
0.6%
6.0
171
0.1%
7.0
102
0.1%
9.0
63
0.0%
8.0
54
0.0%
10.0
32
0.0%
11.0
16
0.0%
13.0
7
0.0%
14.0
6
0.0%
20.0
6
0.0%
SMALLEST VALUES
0.0
4,150
2.9%
1.0
126,155
87.5%
2.0
9,011
6.2%
3.0
2,277
1.6%
4.0
806
0.6%
5.0
1,357
0.9%
6.0
171
0.1%
7.0
102
0.1%
8.0
54
0.0%
9.0
63
0.0%
10.0
32
0.0%
11.0
16
0.0%
12.0
6
0.0%
13.0
7
0.0%
14.0
6
0.0%
LARGEST VALUES
20.0
6
0.0%
19.0
1
0.0%
18.0
1
0.0%
17.0
2
0.0%
16.0
5
0.0%
15.0
3
0.0%
14.0
6
0.0%
13.0
7
0.0%
12.0
6
0.0%
11.0
16
0.0%
10.0
32
0.0%
9.0
63
0.0%
8.0
54
0.0%
7.0
102
0.1%
6.0
171
0.1%
399
V304
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
17
(0%)
MAX
16.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.507
VAR
0.257
KURT.
88.6
SKEW
6.39
SUM
155k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V303
0.86
V302
0.84
V330
0.69
V329
0.69
V327
0.67
V60
0.66
V324
0.63
V326
0.63
V333
0.62
V323
0.62
V328
0.61
V332
0.61
V338
0.55
V322
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_15
0.34
V289
0.32
V64
0.32
V288
0.32
id_37
0.31
id_38
0.31
id_35
0.31
id_36
0.30
id_29
0.30
id_28
0.30
DeviceType
0.30
V85
0.27
V63
0.23
V67
0.23
MOST FREQUENT VALUES
1.0
129,959
90.1%
2.0
7,116
4.9%
0.0
4,302
3.0%
3.0
1,559
1.1%
4.0
943
0.7%
5.0
166
0.1%
6.0
81
0.1%
7.0
39
0.0%
9.0
23
0.0%
8.0
21
0.0%
15.0
7
0.0%
10.0
5
0.0%
11.0
3
0.0%
13.0
2
0.0%
12.0
2
0.0%
SMALLEST VALUES
0.0
4,302
3.0%
1.0
129,959
90.1%
2.0
7,116
4.9%
3.0
1,559
1.1%
4.0
943
0.7%
5.0
166
0.1%
6.0
81
0.1%
7.0
39
0.0%
8.0
21
0.0%
9.0
23
0.0%
10.0
5
0.0%
11.0
3
0.0%
12.0
2
0.0%
13.0
2
0.0%
14.0
2
0.0%
LARGEST VALUES
16.0
1
0.0%
15.0
7
0.0%
14.0
2
0.0%
13.0
2
0.0%
12.0
2
0.0%
11.0
3
0.0%
10.0
5
0.0%
9.0
23
0.0%
8.0
21
0.0%
7.0
39
0.0%
6.0
81
0.1%
5.0
166
0.1%
4.0
943
0.7%
3.0
1,559
1.1%
2.0
7,116
4.9%
400
V305
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
1
(0%)
TOP CATEGORIES
1.0
144,231
100%
ALL
144,231
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
V305
PROVIDES INFORMATION ON...
C5
1.00
C9
1.00
V12
1.00
V13
1.00
V29
1.00
V30
1.00
V35
1.00
V36
1.00
V48
1.00
V49
1.00
V53
1.00
V54
1.00
V69
1.00
V70
1.00

THESE FEATURES
GIVE INFORMATION
ON V305:
V115
0.26
V116
0.26
V114
0.26
V112
0.26
V113
0.26
V111
0.26
V109
0.26
V110
0.26
V108
0.26
V118
0.26
V119
0.26
V117
0.26
V121
0.26
V122
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V305
CORRELATION RATIO WITH...
V296
0.02
card3
0.02
card5
0.01
V302
0.01
D1
0.01
V304
0.01
V303
0.01
V123
0.01
V125
0.01
V290
0.00
V124
0.00
V34
0.00
addr2
0.00
V16
0.00
401
V306
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
9,011
(6%)
MAX
109k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
109k
IQR
0.00
STD
4,700
VAR
22.1M
KURT.
232
SKEW
14.7
SUM
59.7M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V126
0.99
V331
0.99
V316
0.99
V132
0.99
V202
0.99
V279
0.99
V322
0.99
V293
0.99
V95
0.99
V101
0.99
V211
0.98
V177
0.98
V167
0.98
V164
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.26
P_emaildomain
0.25
V289
0.24
V288
0.23
V174
0.23
V240
0.20
V241
0.20
id_12
0.20
V260
0.17
id_30
0.16
card4
0.11
id_34
0.09
id_16
0.09
MOST FREQUENT VALUES
0.0
116,292
80.6%
100.0
1,933
1.3%
200.0
1,268
0.9%
50.0
1,224
0.8%
150.0
1,053
0.7%
300.0
851
0.6%
25.0
510
0.4%
250.0
443
0.3%
400.0
434
0.3%
75.0
425
0.3%
600.0
336
0.2%
500.0
321
0.2%
20.0
287
0.2%
30.0
273
0.2%
40.0
243
0.2%
SMALLEST VALUES
0.0
116,292
80.6%
0.2915000021457672
1
0.0%
0.4668999910354614
1
0.0%
0.5830000042915344
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
1
0.0%
0.9327999949455258
1
0.0%
1.000599980354309
2
0.0%
1.170199990272522
2
0.0%
1.2243000268936155
1
0.0%
1.3085999488830566
1
0.0%
1.5094000101089478
1
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
2
0.0%
LARGEST VALUES
108800.0
1
0.0%
104060.0
1
0.0%
101640.0
1
0.0%
94901.0
1
0.0%
94795.0
1
0.0%
94689.0
1
0.0%
94583.0
1
0.0%
94477.0
1
0.0%
94371.0
1
0.0%
94265.0
1
0.0%
94159.0
1
0.0%
94053.0
1
0.0%
93947.0
1
0.0%
93841.0
1
0.0%
93735.0
1
0.0%
402
V307
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
13,285
(9%)
MAX
146k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
146k
IQR
19.4
STD
8,455
VAR
71.5M
KURT.
176
SKEW
12.9
SUM
114.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V332
1.00
V317
1.00
V323
0.99
V127
0.99
V294
0.99
V308
0.99
V133
0.99
V102
0.99
V96
0.99
V318
0.99
V333
0.99
V295
0.99
V134
0.99
V128
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.28
P_emaildomain
0.27
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.22
V260
0.18
id_30
0.18
card4
0.12
V64
0.10
id_34
0.10
MOST FREQUENT VALUES
0.0
104,901
72.7%
100.0
2,304
1.6%
50.0
1,470
1.0%
200.0
1,461
1.0%
150.0
1,248
0.9%
300.0
962
0.7%
25.0
600
0.4%
250.0
557
0.4%
75.0
536
0.4%
400.0
511
0.4%
600.0
401
0.3%
500.0
373
0.3%
30.0
342
0.2%
40.0
292
0.2%
125.0
260
0.2%
SMALLEST VALUES
0.0
104,901
72.7%
0.2915000021457672
1
0.0%
0.5426999926567078
1
0.0%
0.5830000042915344
1
0.0%
0.7695999741554259
1
0.0%
0.8145999908447266
1
0.0%
0.8607000112533569
1
0.0%
0.8781999945640564
1
0.0%
0.928600013256073
1
0.0%
0.9327999949455258
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.170199990272522
2
0.0%
1.2243000268936155
1
0.0%
1.2353999614715576
1
0.0%
LARGEST VALUES
145765.0
1
0.0%
145724.0
1
0.0%
145640.0
1
0.0%
145618.0
1
0.0%
145610.0
2
0.0%
145512.0
1
0.0%
145406.0
1
0.0%
145319.0
1
0.0%
145300.0
1
0.0%
145209.0
1
0.0%
145110.0
1
0.0%
145099.0
1
0.0%
144989.0
1
0.0%
144879.0
1
0.0%
144769.0
1
0.0%
403
V308
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
10,813
(7%)
MAX
109k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
109k
IQR
0.00
STD
6,011
VAR
36.1M
KURT.
166
SKEW
12.5
SUM
84.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V128
1.00
V333
1.00
V318
0.99
V134
0.99
V280
0.99
V307
0.99
V295
0.99
V324
0.99
V127
0.99
V103
0.99
V97
0.99
V332
0.99
V323
0.99
V96
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.28
V289
0.26
V174
0.26
V288
0.25
V240
0.23
V241
0.23
id_12
0.22
id_30
0.18
V260
0.18
card4
0.13
V64
0.10
id_34
0.10
MOST FREQUENT VALUES
0.0
110,196
76.4%
100.0
2,136
1.5%
50.0
1,405
1.0%
200.0
1,377
1.0%
150.0
1,166
0.8%
300.0
917
0.6%
25.0
596
0.4%
250.0
497
0.3%
75.0
496
0.3%
400.0
474
0.3%
30.0
385
0.3%
600.0
371
0.3%
500.0
355
0.2%
40.0
343
0.2%
20.0
286
0.2%
SMALLEST VALUES
0.0
110,196
76.4%
0.2915000021457672
1
0.0%
0.4668999910354614
1
0.0%
0.5426999926567078
1
0.0%
0.5830000042915344
1
0.0%
0.8607000112533569
1
0.0%
0.8781999945640564
3
0.0%
0.928600013256073
1
0.0%
0.9327999949455258
1
0.0%
1.000599980354309
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.170199990272522
2
0.0%
1.2243000268936155
1
0.0%
1.3085999488830566
2
0.0%
LARGEST VALUES
108800.0
1
0.0%
104060.0
1
0.0%
103440.0
1
0.0%
103384.0
1
0.0%
103328.0
1
0.0%
103272.0
1
0.0%
103216.0
1
0.0%
103160.0
1
0.0%
103104.0
1
0.0%
103048.0
1
0.0%
102992.0
1
0.0%
102936.0
1
0.0%
102880.0
1
0.0%
102824.0
1
0.0%
102768.0
1
0.0%
404
V309
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
2,369
(2%)
MAX
55,125
95%
25
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
189
VAR
35,907
KURT.
54,683
SKEW
209
SUM
1.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V129
0.98
V311
0.97
V334
0.95
V266
0.95
V269
0.95
V206
0.95
V312
0.90
V131
0.87
V336
0.86
V205
0.72
V335
0.67
V268
0.65
V310
0.62
V130
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V286
0.13
V68
0.12
V173
0.11
V89
0.10
V174
0.09
V27
0.08
V28
0.08
V288
0.08
V289
0.07
id_12
0.05
V142
0.04
V141
0.04
P_emaildomain
0.04
ProductCD
0.04
MOST FREQUENT VALUES
0.0
134,098
93.0%
100.0
546
0.4%
50.0
315
0.2%
265.0
193
0.1%
25.0
188
0.1%
150.0
174
0.1%
20.0
173
0.1%
106.0
168
0.1%
181.0
142
0.1%
10.0
118
0.1%
200.0
114
0.1%
15.0
113
0.1%
30.0
107
0.1%
1000.0
77
0.1%
40.0
70
0.0%
SMALLEST VALUES
0.0
134,098
93.0%
0.2915000021457672
4
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
2
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.169300079345703
1
0.0%
2.230799913406372
1
0.0%
2.353699922561645
1
0.0%
2.3564000129699707
1
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
3
0.0%
2.4772000312805176
1
0.0%
2.598099946975708
4
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
3300.0
1
0.0%
3000.0
1
0.0%
2700.0
1
0.0%
2500.0
2
0.0%
405
V310
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
5,214
(4%)
MAX
55,125
95%
100
Q3
0
AVG
37
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
341
VAR
116k
KURT.
8,192
SKEW
67.7
SUM
5.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V130
0.94
V335
0.83
V266
0.80
V269
0.80
V312
0.79
V131
0.77
V336
0.76
V309
0.62
V268
0.61
V129
0.61
V334
0.59
V311
0.58
V136
0.58
V206
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
P_emaildomain
0.25
V289
0.22
V174
0.22
V288
0.22
id_12
0.21
V68
0.19
R_emaildomain
0.18
V89
0.15
V28
0.14
id_30
0.14
V27
0.14
V240
0.13
V241
0.13
MOST FREQUENT VALUES
0.0
121,807
84.5%
2191.0
924
0.6%
100.0
701
0.5%
50.0
652
0.5%
1259.0
380
0.3%
150.0
357
0.2%
25.0
315
0.2%
200.0
292
0.2%
30.0
228
0.2%
75.0
207
0.1%
20.0
188
0.1%
40.0
175
0.1%
250.0
167
0.1%
300.0
149
0.1%
125.0
121
0.1%
SMALLEST VALUES
0.0
121,807
84.5%
0.2915000021457672
4
0.0%
0.4839000105857849
1
0.0%
0.5426999926567078
1
0.0%
0.6873999834060669
1
0.0%
0.7695999741554259
1
0.0%
0.8145999908447266
1
0.0%
0.8607000112533569
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.2353999614715576
1
0.0%
1.6404000520706177
1
0.0%
2.107800006866455
1
0.0%
2.169300079345703
1
0.0%
2.1979000568389893
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
41690.0
1
0.0%
30250.0
4
0.0%
19800.0
1
0.0%
12500.0
2
0.0%
12307.5
2
0.0%
11440.0
1
0.0%
11000.0
1
0.0%
10800.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
8000.0
1
0.0%
6875.0
1
0.0%
6800.0
4
0.0%
6750.0
1
0.0%
406
V311
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
1,921
(1%)
MAX
55,125
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
184
VAR
33,796
KURT.
61,599
SKEW
226
SUM
655k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V206
0.97
V309
0.97
V129
0.96
V266
0.93
V269
0.93
V334
0.92
V312
0.87
V131
0.84
V336
0.82
V205
0.70
V268
0.64
V335
0.63
V310
0.58
V130
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V286
0.13
V173
0.11
V68
0.11
V89
0.09
V27
0.09
V28
0.08
V174
0.06
V288
0.04
V289
0.04
id_12
0.03
V142
0.03
V141
0.03
R_emaildomain
0.03
P_emaildomain
0.02
MOST FREQUENT VALUES
0.0
138,016
95.7%
100.0
234
0.2%
50.0
206
0.1%
150.0
126
0.1%
25.0
90
0.1%
200.0
80
0.1%
1000.0
52
0.0%
250.0
46
0.0%
20.0
44
0.0%
75.0
40
0.0%
300.0
36
0.0%
125.0
34
0.0%
10.0
33
0.0%
15.0
31
0.0%
40.0
28
0.0%
SMALLEST VALUES
0.0
138,016
95.7%
0.2915000021457672
2
0.0%
1.7383999824523926
1
0.0%
1.8602999448776243
1
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.169300079345703
1
0.0%
2.353699922561645
1
0.0%
2.3564000129699707
1
0.0%
2.390300035476685
2
0.0%
2.4591999053955083
3
0.0%
2.4772000312805176
1
0.0%
2.598099946975708
4
0.0%
2.8455998897552486
1
0.0%
3.0125000476837163
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
1
0.0%
12307.5
1
0.0%
11000.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
4800.0
1
0.0%
4250.0
1
0.0%
2700.0
1
0.0%
2125.0
2
0.0%
2100.0
4
0.0%
1800.0
6
0.0%
407
V312
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
3,511
(2%)
MAX
55,125
95%
56
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
213
VAR
45,469
KURT.
34,175
SKEW
149
SUM
2.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V131
0.97
V336
0.94
V266
0.91
V269
0.91
V309
0.90
V129
0.88
V311
0.87
V334
0.86
V335
0.85
V206
0.84
V310
0.79
V130
0.76
V268
0.68
V205
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V289
0.19
V288
0.19
V174
0.19
ProductCD
0.17
P_emaildomain
0.16
id_12
0.15
R_emaildomain
0.13
V286
0.11
V68
0.11
id_30
0.10
V89
0.10
V173
0.09
V28
0.09
V240
0.09
MOST FREQUENT VALUES
0.0
127,192
88.2%
942.0
924
0.6%
50.0
530
0.4%
100.0
517
0.4%
619.0
384
0.3%
25.0
298
0.2%
150.0
254
0.2%
30.0
232
0.2%
20.0
220
0.2%
40.0
209
0.1%
200.0
207
0.1%
15.0
144
0.1%
75.0
142
0.1%
60.0
127
0.1%
300.0
111
0.1%
SMALLEST VALUES
0.0
127,192
88.2%
0.2915000021457672
4
0.0%
0.5426999926567078
1
0.0%
0.8607000112533569
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.6404000520706177
1
0.0%
1.7383999824523926
3
0.0%
1.895799994468689
1
0.0%
1.9562000036239624
1
0.0%
2.107800006866455
1
0.0%
2.169300079345703
1
0.0%
2.215399980545044
1
0.0%
2.230799913406372
1
0.0%
2.326200008392334
1
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12500.0
2
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
9040.0
1
0.0%
8400.0
1
0.0%
8000.0
1
0.0%
7200.0
1
0.0%
6875.0
1
0.0%
6375.0
1
0.0%
5400.0
1
0.0%
4800.0
1
0.0%
3600.0
1
0.0%
3300.0
1
0.0%
408
V313
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
2,836
(2%)
MAX
3,300
95%
50
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
43.6
VAR
1,897
KURT.
561
SKEW
17.5
SUM
1.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V315
0.95
V314
0.68
V208
0.51
V210
0.44
V270
0.39
V161
0.39
V272
0.39
V271
0.38
V163
0.38
V162
0.37
V284
0.36
V325
0.35
V281
0.34
V287
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V288
0.58
V289
0.53
V174
0.39
V286
0.28
V173
0.23
V141
0.23
V142
0.22
id_12
0.18
id_16
0.11
id_15
0.11
id_29
0.11
P_emaildomain
0.11
id_28
0.11
V50
0.10
MOST FREQUENT VALUES
0.0
127,620
88.6%
100.0
2,038
1.4%
50.0
629
0.4%
25.0
342
0.2%
150.0
261
0.2%
40.0
205
0.1%
30.0
195
0.1%
200.0
189
0.1%
20.0
165
0.1%
75.0
138
0.1%
15.0
101
0.1%
250.0
100
0.1%
300.0
95
0.1%
125.0
77
0.1%
1000.0
65
0.0%
SMALLEST VALUES
0.0
127,620
88.6%
0.2915000021457672
5
0.0%
0.4839000105857849
1
0.0%
0.5426999926567078
2
0.0%
0.6873999834060669
1
0.0%
0.7695999741554259
1
0.0%
0.8607000112533569
1
0.0%
1.0408999919891355
2
0.0%
1.1648999452590942
5
0.0%
1.2353999614715576
2
0.0%
1.6404000520706177
1
0.0%
2.1979000568389893
8
0.0%
2.215399980545044
1
0.0%
2.230799913406372
1
0.0%
2.2355000972747803
1
0.0%
LARGEST VALUES
3300.0
1
0.0%
2000.0
2
0.0%
1750.0
1
0.0%
1500.0
2
0.0%
1400.0
1
0.0%
1250.0
1
0.0%
1200.0
7
0.0%
1100.0
3
0.0%
1000.0
65
0.0%
975.0
1
0.0%
950.0
1
0.0%
925.0
3
0.0%
900.0
16
0.0%
850.0
1
0.0%
835.0
5
0.0%
409
V314
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
3,821
(3%)
MAX
3,300
95%
60
Q3
0
AVG
16
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
90.0
VAR
8,096
KURT.
87.7
SKEW
8.40
SUM
2.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V330
0.78
V106
0.77
V329
0.77
V299
0.77
V327
0.76
V105
0.75
V298
0.75
V100
0.75
V296
0.74
V287
0.73
V328
0.73
V324
0.73
V333
0.72
V104
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V289
0.52
V288
0.50
V174
0.39
ProductCD
0.31
P_emaildomain
0.29
id_12
0.29
R_emaildomain
0.27
V260
0.18
id_30
0.18
V240
0.16
V241
0.16
V142
0.16
V22
0.14
V141
0.14
MOST FREQUENT VALUES
0.0
126,907
88.1%
740.0
1,389
1.0%
50.0
587
0.4%
100.0
579
0.4%
150.0
290
0.2%
25.0
267
0.2%
200.0
209
0.1%
30.0
177
0.1%
75.0
163
0.1%
20.0
142
0.1%
40.0
130
0.1%
300.0
114
0.1%
250.0
112
0.1%
125.0
87
0.1%
60.0
71
0.0%
SMALLEST VALUES
0.0
126,907
88.1%
0.2915000021457672
5
0.0%
0.4839000105857849
1
0.0%
0.5426999926567078
1
0.0%
0.6873999834060669
1
0.0%
0.7695999741554259
1
0.0%
0.8145999908447266
1
0.0%
0.8607000112533569
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.2353999614715576
1
0.0%
1.6404000520706177
1
0.0%
2.1979000568389893
1
0.0%
2.215399980545044
1
0.0%
2.230799913406372
1
0.0%
LARGEST VALUES
3300.0
1
0.0%
2250.0
1
0.0%
2000.0
4
0.0%
1800.0
1
0.0%
1750.0
1
0.0%
1535.0
2
0.0%
1500.0
7
0.0%
1400.0
3
0.0%
1315.0
1
0.0%
1300.0
6
0.0%
1265.0
1
0.0%
1250.0
1
0.0%
1235.0
1
0.0%
1200.0
7
0.0%
1185.0
2
0.0%
410
V315
VALUES:
144,015
(99%)
MISSING:
218
(0%)
DISTINCT:
3,148
(2%)
MAX
3,300
95%
50
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
47.9
VAR
2,298
KURT.
462
SKEW
16.3
SUM
1.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V313
0.95
V314
0.71
V208
0.53
V210
0.47
V271
0.42
V272
0.42
V270
0.41
V162
0.37
V163
0.37
V161
0.36
V284
0.35
V325
0.35
V287
0.31
V281
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V288
0.57
V289
0.57
V174
0.38
V286
0.27
V142
0.24
V141
0.24
V173
0.22
id_12
0.19
V50
0.14
P_emaildomain
0.11
id_16
0.11
id_15
0.11
id_29
0.11
ProductCD
0.11
MOST FREQUENT VALUES
0.0
127,452
88.5%
100.0
1,985
1.4%
50.0
633
0.4%
150.0
318
0.2%
25.0
278
0.2%
200.0
206
0.1%
30.0
187
0.1%
40.0
144
0.1%
75.0
143
0.1%
20.0
132
0.1%
250.0
106
0.1%
300.0
104
0.1%
125.0
88
0.1%
15.0
75
0.1%
1000.0
72
0.0%
SMALLEST VALUES
0.0
127,452
88.5%
0.2915000021457672
5
0.0%
0.4839000105857849
1
0.0%
0.5426999926567078
1
0.0%
0.6873999834060669
1
0.0%
0.7695999741554259
1
0.0%
0.8145999908447266
1
0.0%
0.8607000112533569
1
0.0%
1.0408999919891355
1
0.0%
1.1648999452590942
1
0.0%
1.2353999614715576
2
0.0%
1.6404000520706177
1
0.0%
2.1979000568389893
8
0.0%
2.215399980545044
1
0.0%
2.230799913406372
1
0.0%
LARGEST VALUES
3300.0
1
0.0%
2250.0
1
0.0%
2000.0
1
0.0%
1800.0
1
0.0%
1750.0
1
0.0%
1535.0
2
0.0%
1500.0
2
0.0%
1400.0
1
0.0%
1250.0
1
0.0%
1235.0
1
0.0%
1200.0
7
0.0%
1125.0
1
0.0%
1100.0
15
0.0%
1035.0
1
0.0%
1000.0
72
0.0%
411
V316
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
5,967
(4%)
MAX
93,736
95%
100
Q3
0
AVG
374
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,736
IQR
0.00
STD
4,555
VAR
20.8M
KURT.
240
SKEW
15.0
SUM
54.0M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V132
1.00
V293
1.00
V279
1.00
V101
1.00
V322
1.00
V95
1.00
V211
0.99
V164
0.99
V177
0.99
V167
0.99
V331
0.99
V306
0.99
V126
0.99
V143
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.26
R_emaildomain
0.26
P_emaildomain
0.24
V289
0.24
V288
0.23
V174
0.23
V240
0.21
V241
0.21
id_12
0.19
V260
0.16
id_30
0.16
card4
0.12
V64
0.09
V67
0.09
MOST FREQUENT VALUES
0.0
129,576
89.8%
100.0
839
0.6%
50.0
566
0.4%
150.0
524
0.4%
200.0
503
0.3%
300.0
424
0.3%
75.0
204
0.1%
25.0
195
0.1%
400.0
170
0.1%
250.0
154
0.1%
600.0
143
0.1%
30.0
121
0.1%
500.0
112
0.1%
450.0
100
0.1%
40.0
93
0.1%
SMALLEST VALUES
0.0
129,576
89.8%
0.2915000021457672
1
0.0%
0.4668999910354614
1
0.0%
0.6413000226020813
1
0.0%
0.7547000050544739
1
0.0%
0.8781999945640564
8
0.0%
0.928600013256073
2
0.0%
0.9327999949455258
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
2
0.0%
1.3085999488830566
1
0.0%
1.5094000101089478
1
0.0%
1.7563999891281128
7
0.0%
1.857200026512146
1
0.0%
1.9143999814987185
1
0.0%
LARGEST VALUES
93736.0
1
0.0%
93630.0
1
0.0%
93524.0
1
0.0%
93418.0
1
0.0%
93312.0
1
0.0%
93206.0
1
0.0%
93100.0
1
0.0%
92994.0
1
0.0%
92888.0
1
0.0%
92782.0
1
0.0%
92676.0
1
0.0%
92570.0
1
0.0%
92464.0
1
0.0%
92358.0
1
0.0%
92252.0
1
0.0%
412
V317
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
7,114
(5%)
MAX
134k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
134k
IQR
0.00
STD
7,658
VAR
58.6M
KURT.
187
SKEW
13.3
SUM
97.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V294
1.00
V323
1.00
V332
1.00
V307
1.00
V133
0.99
V102
0.99
V96
0.99
V318
0.99
V127
0.99
V295
0.99
V134
0.99
V324
0.99
V280
0.99
V103
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
R_emaildomain
0.28
P_emaildomain
0.26
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.20
V260
0.18
id_30
0.17
card4
0.12
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
126,660
87.8%
100.0
888
0.6%
50.0
603
0.4%
150.0
559
0.4%
200.0
556
0.4%
300.0
462
0.3%
75.0
230
0.2%
400.0
206
0.1%
25.0
203
0.1%
250.0
171
0.1%
600.0
163
0.1%
500.0
141
0.1%
30.0
131
0.1%
450.0
112
0.1%
60.0
100
0.1%
SMALLEST VALUES
0.0
126,660
87.8%
0.2915000021457672
1
0.0%
0.6413000226020813
1
0.0%
0.8781999945640564
1
0.0%
0.928600013256073
2
0.0%
0.9327999949455258
1
0.0%
0.9571999907493592
1
0.0%
1.0710999965667725
1
0.0%
1.3085999488830566
1
0.0%
1.7563999891281128
1
0.0%
1.857200026512146
2
0.0%
1.9143999814987185
1
0.0%
1.9227999448776243
2
0.0%
2.1370000839233403
1
0.0%
2.215399980545044
1
0.0%
LARGEST VALUES
134021.0
17
0.0%
133991.0
1
0.0%
133961.0
1
0.0%
133931.0
1
0.0%
133875.0
1
0.0%
133819.0
1
0.0%
133763.0
1
0.0%
133707.0
1
0.0%
133651.0
2
0.0%
133595.0
1
0.0%
133539.0
1
0.0%
133483.0
1
0.0%
133427.0
1
0.0%
133371.0
1
0.0%
133315.0
1
0.0%
413
V318
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
6,495
(5%)
MAX
98,476
95%
112
Q3
0
AVG
507
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,476
IQR
0.00
STD
5,571
VAR
31.0M
KURT.
177
SKEW
12.9
SUM
73.2M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V134
1.00
V295
1.00
V103
1.00
V280
1.00
V324
1.00
V97
1.00
V323
0.99
V96
0.99
V333
0.99
V308
0.99
V102
0.99
V133
0.99
V128
0.99
V332
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.26
V174
0.25
V288
0.25
V240
0.24
V241
0.24
id_12
0.21
V260
0.18
id_30
0.18
card4
0.13
V64
0.10
V67
0.10
MOST FREQUENT VALUES
0.0
128,053
88.8%
100.0
874
0.6%
50.0
589
0.4%
150.0
553
0.4%
200.0
541
0.4%
300.0
451
0.3%
75.0
211
0.1%
25.0
199
0.1%
400.0
193
0.1%
250.0
162
0.1%
600.0
159
0.1%
500.0
132
0.1%
30.0
130
0.1%
450.0
111
0.1%
40.0
89
0.1%
SMALLEST VALUES
0.0
128,053
88.8%
0.2915000021457672
1
0.0%
0.4668999910354614
1
0.0%
0.6413000226020813
1
0.0%
0.8781999945640564
3
0.0%
0.928600013256073
2
0.0%
0.9327999949455258
1
0.0%
0.9571999907493592
1
0.0%
1.000599980354309
1
0.0%
1.3085999488830566
1
0.0%
1.7563999891281128
3
0.0%
1.857200026512146
1
0.0%
1.9143999814987185
1
0.0%
1.9227999448776243
2
0.0%
2.045799970626831
1
0.0%
LARGEST VALUES
98476.0
1
0.0%
98420.0
1
0.0%
98364.0
1
0.0%
98308.0
1
0.0%
98252.0
1
0.0%
98196.0
1
0.0%
98140.0
1
0.0%
98084.0
1
0.0%
98028.0
1
0.0%
97972.0
1
0.0%
97916.0
1
0.0%
97860.0
1
0.0%
97804.0
1
0.0%
97748.0
1
0.0%
97694.0
1
0.0%
414
V319
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
1,639
(1%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
612
VAR
375k
KURT.
16,917
SKEW
118
SUM
4.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V321
0.93
V214
0.89
V276
0.88
V278
0.84
V320
0.80
V216
0.79
V277
0.76
V135
0.74
V137
0.68
V166
0.64
V337
0.63
V339
0.58
V136
0.57
V215
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V68
0.11
id_12
0.10
ProductCD
0.09
V28
0.09
V27
0.09
V89
0.09
id_30
0.09
P_emaildomain
0.08
R_emaildomain
0.07
V289
0.05
V288
0.05
id_16
0.05
V174
0.04
id_15
0.04
MOST FREQUENT VALUES
0.0
134,331
93.1%
100.0
984
0.7%
1165.0
869
0.6%
200.0
725
0.5%
150.0
526
0.4%
50.0
457
0.3%
300.0
448
0.3%
1178.0
283
0.2%
250.0
254
0.2%
400.0
217
0.2%
500.0
210
0.1%
25.0
202
0.1%
75.0
200
0.1%
600.0
186
0.1%
125.0
115
0.1%
SMALLEST VALUES
0.0
134,331
93.1%
1.993899941444397
1
0.0%
2.1517999172210693
1
0.0%
2.2578001022338867
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
2.9679999351501465
1
0.0%
3.0910000801086426
1
0.0%
3.383500099182129
1
0.0%
3.5827999114990234
1
0.0%
3.731699943542482
2
0.0%
3.8118000030517583
1
0.0%
3.86739993095398
2
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
14700.0
1
0.0%
415
V320
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
2,029
(1%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
871
VAR
758k
KURT.
4,176
SKEW
45.3
SUM
11.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V321
0.95
V136
0.87
V278
0.86
V276
0.84
V338
0.82
V137
0.81
V216
0.81
V319
0.80
V277
0.79
V308
0.75
V339
0.75
V307
0.73
V128
0.72
V214
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.25
P_emaildomain
0.23
R_emaildomain
0.22
id_12
0.21
V289
0.20
V174
0.19
V288
0.19
V240
0.17
V241
0.17
id_30
0.16
V260
0.13
id_16
0.09
card4
0.09
id_15
0.09
MOST FREQUENT VALUES
0.0
132,312
91.7%
100.0
1,084
0.8%
7226.0
870
0.6%
200.0
762
0.5%
150.0
563
0.4%
50.0
522
0.4%
300.0
481
0.3%
3239.0
284
0.2%
250.0
270
0.2%
25.0
238
0.2%
400.0
235
0.2%
500.0
224
0.2%
75.0
219
0.2%
600.0
201
0.1%
125.0
120
0.1%
SMALLEST VALUES
0.0
132,312
91.7%
1.3085999488830566
6
0.0%
1.993899941444397
1
0.0%
2.2578001022338867
1
0.0%
2.291699886322021
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
2.9679999351501465
1
0.0%
3.383500099182129
1
0.0%
3.5827999114990234
1
0.0%
3.587599992752075
1
0.0%
3.731699943542482
2
0.0%
3.8118000030517583
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
416
V321
VALUES:
144,231
(99%)
MISSING:
2
(0%)
DISTINCT:
1,844
(1%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
704
VAR
496k
KURT.
9,720
SKEW
79.6
SUM
7.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V320
0.95
V319
0.93
V278
0.87
V216
0.85
V276
0.85
V214
0.83
V137
0.80
V277
0.79
V136
0.77
V339
0.71
V135
0.71
V338
0.70
V215
0.68
V337
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.19
P_emaildomain
0.18
id_12
0.17
R_emaildomain
0.16
V289
0.14
V288
0.14
V174
0.13
id_30
0.13
V240
0.11
V241
0.11
V260
0.10
V68
0.09
V28
0.09
V27
0.09
MOST FREQUENT VALUES
0.0
133,368
92.5%
100.0
1,035
0.7%
200.0
747
0.5%
150.0
558
0.4%
50.0
487
0.3%
300.0
472
0.3%
3987.0
451
0.3%
3602.0
415
0.3%
2853.0
284
0.2%
250.0
270
0.2%
25.0
228
0.2%
400.0
223
0.2%
500.0
218
0.2%
75.0
207
0.1%
600.0
197
0.1%
SMALLEST VALUES
0.0
133,368
92.5%
1.3085999488830566
6
0.0%
1.993899941444397
1
0.0%
2.1517999172210693
1
0.0%
2.2578001022338867
1
0.0%
2.2960000038146973
1
0.0%
2.336199998855591
1
0.0%
2.533400058746338
1
0.0%
2.582200050354004
1
0.0%
2.9679999351501465
1
0.0%
3.0910000801086426
1
0.0%
3.383500099182129
1
0.0%
3.5827999114990234
1
0.0%
3.731699943542482
2
0.0%
3.8118000030517583
1
0.0%
LARGEST VALUES
104060.0
1
0.0%
101640.0
1
0.0%
90750.0
1
0.0%
64800.0
1
0.0%
60500.0
1
0.0%
52030.0
1
0.0%
50820.0
1
0.0%
43200.0
1
0.0%
37800.0
1
0.0%
30250.0
1
0.0%
29400.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
1
0.0%
18000.0
1
0.0%
417
V322
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
880
(1%)
MAX
880
95%
3
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
880
IQR
0.00
STD
56.1
VAR
3,143
KURT.
134
SKEW
11.2
SUM
511k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V95
1.00
V101
1.00
V279
1.00
V293
1.00
V132
1.00
V316
1.00
V177
0.99
V167
0.99
V164
0.99
V211
0.99
V143
0.99
V331
0.99
V126
0.99
V306
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.27
P_emaildomain
0.25
V289
0.24
V174
0.23
V288
0.23
V240
0.20
V241
0.20
id_12
0.20
V260
0.17
id_30
0.16
card4
0.12
id_34
0.09
V64
0.09
MOST FREQUENT VALUES
0.0
65,709
80.1%
1.0
8,538
10.4%
2.0
3,214
3.9%
3.0
1,494
1.8%
4.0
775
0.9%
5.0
349
0.4%
6.0
196
0.2%
7.0
123
0.1%
8.0
80
0.1%
9.0
56
0.1%
10.0
46
0.1%
11.0
36
0.0%
12.0
28
0.0%
13.0
18
0.0%
14.0
15
0.0%
SMALLEST VALUES
0.0
65,709
80.1%
1.0
8,538
10.4%
2.0
3,214
3.9%
3.0
1,494
1.8%
4.0
775
0.9%
5.0
349
0.4%
6.0
196
0.2%
7.0
123
0.1%
8.0
80
0.1%
9.0
56
0.1%
10.0
46
0.1%
11.0
36
0.0%
12.0
28
0.0%
13.0
18
0.0%
14.0
15
0.0%
LARGEST VALUES
880.0
1
0.0%
879.0
1
0.0%
878.0
1
0.0%
877.0
1
0.0%
876.0
1
0.0%
875.0
1
0.0%
874.0
1
0.0%
873.0
1
0.0%
872.0
1
0.0%
871.0
1
0.0%
870.0
1
0.0%
869.0
1
0.0%
868.0
1
0.0%
867.0
1
0.0%
866.0
1
0.0%
418
V323
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
1,410
(1%)
MAX
1,411
95%
6
Q3
1
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,411
IQR
1.00
STD
107
VAR
11,418
KURT.
99.3
SKEW
9.72
SUM
1.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V96
1.00
V102
1.00
V294
1.00
V133
1.00
V317
1.00
V332
0.99
V134
0.99
V318
0.99
V103
0.99
V307
0.99
V127
0.99
V295
0.99
V280
0.99
V97
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.28
V289
0.26
V174
0.25
V288
0.25
V240
0.24
V241
0.24
id_12
0.22
id_30
0.18
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
60,568
73.8%
1.0
9,378
11.4%
2.0
3,844
4.7%
3.0
2,018
2.5%
4.0
1,232
1.5%
5.0
744
0.9%
6.0
487
0.6%
7.0
346
0.4%
8.0
260
0.3%
9.0
208
0.3%
10.0
152
0.2%
11.0
134
0.2%
12.0
104
0.1%
13.0
90
0.1%
15.0
86
0.1%
SMALLEST VALUES
0.0
60,568
73.8%
1.0
9,378
11.4%
2.0
3,844
4.7%
3.0
2,018
2.5%
4.0
1,232
1.5%
5.0
744
0.9%
6.0
487
0.6%
7.0
346
0.4%
8.0
260
0.3%
9.0
208
0.3%
10.0
152
0.2%
11.0
134
0.2%
12.0
104
0.1%
13.0
90
0.1%
14.0
79
0.1%
LARGEST VALUES
1411.0
2
0.0%
1410.0
1
0.0%
1409.0
2
0.0%
1408.0
3
0.0%
1407.0
2
0.0%
1406.0
1
0.0%
1405.0
1
0.0%
1404.0
1
0.0%
1403.0
1
0.0%
1402.0
1
0.0%
1401.0
2
0.0%
1400.0
2
0.0%
1399.0
1
0.0%
1398.0
1
0.0%
1397.0
1
0.0%
419
V324
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
975
(1%)
MAX
976
95%
4
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
976
IQR
0.00
STD
73.7
VAR
5,433
KURT.
92.3
SKEW
9.35
SUM
755k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V97
1.00
V280
1.00
V103
1.00
V295
1.00
V134
1.00
V318
1.00
V323
0.99
V96
0.99
V333
0.99
V128
0.99
V308
0.99
V102
0.99
V294
0.99
V133
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.30
P_emaildomain
0.28
V289
0.26
V174
0.26
V288
0.25
V240
0.23
V241
0.23
id_12
0.22
id_30
0.19
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
62,696
76.4%
1.0
9,125
11.1%
2.0
3,770
4.6%
3.0
1,921
2.3%
4.0
1,132
1.4%
5.0
628
0.8%
6.0
402
0.5%
7.0
252
0.3%
8.0
174
0.2%
9.0
120
0.1%
10.0
107
0.1%
11.0
64
0.1%
12.0
56
0.1%
13.0
40
0.0%
14.0
30
0.0%
SMALLEST VALUES
0.0
62,696
76.4%
1.0
9,125
11.1%
2.0
3,770
4.6%
3.0
1,921
2.3%
4.0
1,132
1.4%
5.0
628
0.8%
6.0
402
0.5%
7.0
252
0.3%
8.0
174
0.2%
9.0
120
0.1%
10.0
107
0.1%
11.0
64
0.1%
12.0
56
0.1%
13.0
40
0.0%
14.0
30
0.0%
LARGEST VALUES
976.0
1
0.0%
975.0
1
0.0%
974.0
1
0.0%
973.0
1
0.0%
972.0
1
0.0%
971.0
2
0.0%
970.0
2
0.0%
969.0
2
0.0%
968.0
2
0.0%
967.0
1
0.0%
966.0
1
0.0%
965.0
1
0.0%
964.0
1
0.0%
963.0
1
0.0%
962.0
1
0.0%
420
V325
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
13
(0%)
MAX
12.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.305
VAR
0.093
KURT.
134
SKEW
8.36
SUM
4,805
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V98
0.95
V284
0.92
V327
0.55
V100
0.53
V223
0.53
V287
0.52
V175
0.47
V326
0.46
V99
0.45
V314
0.45
V285
0.44
V210
0.40
V171
0.38
V169
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V174
0.33
id_12
0.31
V288
0.30
V286
0.29
V289
0.27
V141
0.26
ProductCD
0.25
V142
0.24
V31
0.23
P_emaildomain
0.22
V173
0.22
id_30
0.21
V92
0.19
V93
0.19
MOST FREQUENT VALUES
0.0
78,287
95.4%
1.0
2,941
3.6%
2.0
685
0.8%
3.0
73
0.1%
4.0
33
0.0%
5.0
11
0.0%
6.0
4
0.0%
7.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
SMALLEST VALUES
0.0
78,287
95.4%
1.0
2,941
3.6%
2.0
685
0.8%
3.0
73
0.1%
4.0
33
0.0%
5.0
11
0.0%
6.0
4
0.0%
7.0
2
0.0%
8.0
1
0.0%
9.0
1
0.0%
10.0
1
0.0%
11.0
1
0.0%
12.0
1
0.0%
LARGEST VALUES
12.0
1
0.0%
11.0
1
0.0%
10.0
1
0.0%
9.0
1
0.0%
8.0
1
0.0%
7.0
2
0.0%
6.0
4
0.0%
5.0
11
0.0%
4.0
33
0.0%
3.0
73
0.1%
2.0
685
0.8%
1.0
2,941
3.6%
0.0
78,287
95.4%
421
V326
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
45
(0%)
MAX
44.0
95%
3.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
3.95
VAR
15.6
KURT.
35.0
SKEW
5.80
SUM
69,851
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V99
0.99
V285
0.96
V327
0.94
V100
0.93
V287
0.92
V296
0.80
V298
0.80
V329
0.80
V105
0.80
V299
0.78
V106
0.78
V330
0.78
V175
0.78
V324
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.50
P_emaildomain
0.46
id_12
0.37
id_30
0.34
R_emaildomain
0.29
V289
0.28
V174
0.28
V288
0.24
V22
0.20
id_34
0.17
V240
0.16
V241
0.16
V64
0.15
id_32
0.15
MOST FREQUENT VALUES
0.0
72,391
88.2%
1.0
4,216
5.1%
2.0
1,094
1.3%
27.0
953
1.2%
3.0
524
0.6%
18.0
381
0.5%
4.0
375
0.5%
5.0
248
0.3%
6.0
209
0.3%
7.0
204
0.2%
8.0
151
0.2%
19.0
135
0.2%
9.0
128
0.2%
12.0
114
0.1%
11.0
108
0.1%
SMALLEST VALUES
0.0
72,391
88.2%
1.0
4,216
5.1%
2.0
1,094
1.3%
3.0
524
0.6%
4.0
375
0.5%
5.0
248
0.3%
6.0
209
0.3%
7.0
204
0.2%
8.0
151
0.2%
9.0
128
0.2%
10.0
90
0.1%
11.0
108
0.1%
12.0
114
0.1%
13.0
57
0.1%
14.0
77
0.1%
LARGEST VALUES
44.0
2
0.0%
43.0
5
0.0%
42.0
8
0.0%
41.0
5
0.0%
40.0
5
0.0%
39.0
5
0.0%
38.0
5
0.0%
37.0
3
0.0%
36.0
13
0.0%
35.0
7
0.0%
34.0
6
0.0%
33.0
9
0.0%
32.0
4
0.0%
31.0
7
0.0%
30.0
9
0.0%
422
V327
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
19
(0%)
MAX
18.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
1.37
VAR
1.86
KURT.
36.1
SKEW
5.86
SUM
24,359
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V100
0.99
V287
0.97
V326
0.94
V99
0.93
V285
0.90
V329
0.83
V296
0.83
V105
0.83
V298
0.82
V299
0.82
V106
0.82
V330
0.82
V175
0.82
V324
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.47
P_emaildomain
0.43
id_12
0.37
V289
0.32
V174
0.32
id_30
0.31
R_emaildomain
0.29
V288
0.29
V22
0.17
id_34
0.17
V240
0.17
V241
0.17
V142
0.16
V260
0.16
MOST FREQUENT VALUES
0.0
74,810
91.2%
1.0
3,619
4.4%
2.0
944
1.2%
10.0
691
0.8%
3.0
421
0.5%
7.0
419
0.5%
9.0
330
0.4%
4.0
263
0.3%
5.0
196
0.2%
8.0
154
0.2%
6.0
141
0.2%
11.0
20
0.0%
12.0
16
0.0%
13.0
6
0.0%
17.0
3
0.0%
SMALLEST VALUES
0.0
74,810
91.2%
1.0
3,619
4.4%
2.0
944
1.2%
3.0
421
0.5%
4.0
263
0.3%
5.0
196
0.2%
6.0
141
0.2%
7.0
419
0.5%
8.0
154
0.2%
9.0
330
0.4%
10.0
691
0.8%
11.0
20
0.0%
12.0
16
0.0%
13.0
6
0.0%
14.0
2
0.0%
LARGEST VALUES
18.0
2
0.0%
17.0
3
0.0%
16.0
1
0.0%
15.0
3
0.0%
14.0
2
0.0%
13.0
6
0.0%
12.0
16
0.0%
11.0
20
0.0%
10.0
691
0.8%
9.0
330
0.4%
8.0
154
0.2%
7.0
419
0.5%
6.0
141
0.2%
5.0
196
0.2%
4.0
263
0.3%
423
V328
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
16
(0%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
1.58
VAR
2.50
KURT.
46.6
SKEW
6.63
SUM
27,673
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V104
0.99
V297
0.97
V330
0.93
V106
0.92
V299
0.92
V181
0.91
V235
0.88
V183
0.88
V237
0.87
V329
0.87
V105
0.86
V298
0.86
V296
0.85
V236
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.36
ProductCD
0.32
R_emaildomain
0.31
P_emaildomain
0.29
V289
0.26
V288
0.25
V174
0.25
id_30
0.22
V260
0.21
V240
0.16
V241
0.16
id_16
0.16
id_15
0.15
id_34
0.15
MOST FREQUENT VALUES
0.0
73,183
89.2%
1.0
4,932
6.0%
2.0
1,566
1.9%
11.0
1,004
1.2%
3.0
584
0.7%
4.0
221
0.3%
15.0
215
0.3%
5.0
99
0.1%
12.0
72
0.1%
6.0
54
0.1%
8.0
32
0.0%
7.0
31
0.0%
14.0
18
0.0%
9.0
16
0.0%
10.0
10
0.0%
SMALLEST VALUES
0.0
73,183
89.2%
1.0
4,932
6.0%
2.0
1,566
1.9%
3.0
584
0.7%
4.0
221
0.3%
5.0
99
0.1%
6.0
54
0.1%
7.0
31
0.0%
8.0
32
0.0%
9.0
16
0.0%
10.0
10
0.0%
11.0
1,004
1.2%
12.0
72
0.1%
13.0
4
0.0%
14.0
18
0.0%
LARGEST VALUES
15.0
215
0.3%
14.0
18
0.0%
13.0
4
0.0%
12.0
72
0.1%
11.0
1,004
1.2%
10.0
10
0.0%
9.0
16
0.0%
8.0
32
0.0%
7.0
31
0.0%
6.0
54
0.1%
5.0
99
0.1%
4.0
221
0.3%
3.0
584
0.7%
2.0
1,566
1.9%
1.0
4,932
6.0%
424
V329
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
100
(0%)
MAX
99.0
95%
2.0
Q3
0.0
AVG
1.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
0.00
STD
8.78
VAR
77.1
KURT.
65.9
SKEW
8.09
SUM
108k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V105
1.00
V298
1.00
V296
0.99
V299
0.97
V330
0.97
V106
0.97
V324
0.96
V97
0.96
V280
0.96
V103
0.95
V295
0.95
V323
0.95
V333
0.95
V96
0.95

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.34
R_emaildomain
0.32
P_emaildomain
0.31
V289
0.28
V174
0.27
V288
0.27
id_12
0.27
V240
0.23
V241
0.23
id_30
0.21
V260
0.19
card4
0.14
id_34
0.12
id_16
0.12
MOST FREQUENT VALUES
0.0
71,838
87.6%
1.0
5,411
6.6%
2.0
1,787
2.2%
77.0
870
1.1%
3.0
721
0.9%
4.0
297
0.4%
38.0
172
0.2%
5.0
156
0.2%
6.0
105
0.1%
7.0
60
0.1%
34.0
59
0.1%
8.0
56
0.1%
35.0
55
0.1%
11.0
42
0.1%
13.0
38
0.0%
SMALLEST VALUES
0.0
71,838
87.6%
1.0
5,411
6.6%
2.0
1,787
2.2%
3.0
721
0.9%
4.0
297
0.4%
5.0
156
0.2%
6.0
105
0.1%
7.0
60
0.1%
8.0
56
0.1%
9.0
16
0.0%
10.0
10
0.0%
11.0
42
0.1%
12.0
8
0.0%
13.0
38
0.0%
14.0
35
0.0%
LARGEST VALUES
99.0
4
0.0%
98.0
1
0.0%
97.0
1
0.0%
96.0
2
0.0%
95.0
1
0.0%
94.0
3
0.0%
93.0
1
0.0%
92.0
1
0.0%
91.0
1
0.0%
90.0
1
0.0%
89.0
1
0.0%
88.0
34
0.0%
87.0
1
0.0%
86.0
1
0.0%
85.0
1
0.0%
425
V330
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
56
(0%)
MAX
55.0
95%
2.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
4.74
VAR
22.4
KURT.
57.5
SKEW
7.57
SUM
63,806
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V106
1.00
V299
0.99
V329
0.97
V105
0.97
V298
0.96
V296
0.96
V297
0.94
V104
0.94
V328
0.93
V183
0.92
V237
0.91
V324
0.91
V97
0.90
V280
0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.34
R_emaildomain
0.33
P_emaildomain
0.31
id_12
0.29
V289
0.28
V174
0.27
V288
0.27
V240
0.21
V241
0.21
id_30
0.21
V260
0.20
card4
0.14
id_34
0.13
id_16
0.13
MOST FREQUENT VALUES
0.0
72,518
88.4%
1.0
5,184
6.3%
2.0
1,732
2.1%
3.0
645
0.8%
35.0
418
0.5%
4.0
241
0.3%
39.0
224
0.3%
32.0
176
0.2%
42.0
151
0.2%
43.0
132
0.2%
5.0
127
0.2%
28.0
61
0.1%
29.0
58
0.1%
6.0
55
0.1%
11.0
54
0.1%
SMALLEST VALUES
0.0
72,518
88.4%
1.0
5,184
6.3%
2.0
1,732
2.1%
3.0
645
0.8%
4.0
241
0.3%
5.0
127
0.2%
6.0
55
0.1%
7.0
29
0.0%
8.0
37
0.0%
9.0
16
0.0%
10.0
21
0.0%
11.0
54
0.1%
12.0
7
0.0%
13.0
5
0.0%
14.0
11
0.0%
LARGEST VALUES
55.0
1
0.0%
54.0
3
0.0%
53.0
2
0.0%
52.0
2
0.0%
51.0
2
0.0%
50.0
3
0.0%
49.0
2
0.0%
48.0
16
0.0%
47.0
9
0.0%
46.0
1
0.0%
45.0
1
0.0%
44.0
1
0.0%
43.0
132
0.2%
42.0
151
0.2%
41.0
4
0.0%
426
V331
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
1,756
(1%)
MAX
160k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
0.00
STD
6,222
VAR
38.7M
KURT.
133
SKEW
11.1
SUM
59.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V126
1.00
V306
0.99
V132
0.99
V316
0.99
V211
0.99
V202
0.99
V322
0.99
V95
0.99
V177
0.99
V167
0.99
V279
0.99
V101
0.99
V293
0.99
V164
0.98

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.27
R_emaildomain
0.26
P_emaildomain
0.25
V289
0.24
V174
0.23
V288
0.23
id_12
0.21
V240
0.20
V241
0.20
V260
0.16
id_30
0.16
card4
0.11
id_34
0.09
id_16
0.09
MOST FREQUENT VALUES
0.0
65,709
80.1%
100.0
2,155
2.6%
200.0
1,459
1.8%
50.0
1,370
1.7%
150.0
1,218
1.5%
300.0
1,019
1.2%
25.0
551
0.7%
400.0
540
0.7%
250.0
493
0.6%
75.0
492
0.6%
600.0
410
0.5%
500.0
392
0.5%
20.0
304
0.4%
30.0
299
0.4%
40.0
246
0.3%
SMALLEST VALUES
0.0
65,709
80.1%
5.0
49
0.1%
6.0
11
0.0%
7.0
11
0.0%
7.5
1
0.0%
8.0
19
0.0%
9.0
4
0.0%
10.0
160
0.2%
11.0
4
0.0%
12.0
12
0.0%
13.0
6
0.0%
14.0
3
0.0%
15.0
178
0.2%
16.0
5
0.0%
17.0
4
0.0%
LARGEST VALUES
160000.0
1
0.0%
108800.0
1
0.0%
104060.0
1
0.0%
94901.0
1
0.0%
94795.0
1
0.0%
94689.0
1
0.0%
94583.0
1
0.0%
94477.0
1
0.0%
94371.0
1
0.0%
94265.0
1
0.0%
94159.0
1
0.0%
94053.0
1
0.0%
93947.0
1
0.0%
93841.0
1
0.0%
93735.0
1
0.0%
427
V332
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
2,447
(2%)
MAX
160k
95%
1k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
25.0
STD
11,181
VAR
125.0M
KURT.
100.0
SKEW
9.76
SUM
113.1M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V127
1.00
V307
1.00
V133
1.00
V317
1.00
V323
0.99
V96
0.99
V102
0.99
V294
0.99
V333
0.99
V134
0.99
V318
0.99
V128
0.99
V308
0.99
V103
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.29
R_emaildomain
0.29
P_emaildomain
0.27
V289
0.25
V174
0.25
V288
0.24
V240
0.23
V241
0.23
id_12
0.22
id_30
0.18
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
60,568
73.8%
100.0
2,542
3.1%
50.0
1,649
2.0%
200.0
1,637
2.0%
150.0
1,413
1.7%
300.0
1,132
1.4%
25.0
658
0.8%
250.0
623
0.8%
75.0
621
0.8%
400.0
618
0.8%
600.0
476
0.6%
500.0
457
0.6%
30.0
390
0.5%
40.0
310
0.4%
125.0
295
0.4%
SMALLEST VALUES
0.0
60,568
73.8%
1.4800000190734863
1
0.0%
5.0
26
0.0%
6.0
4
0.0%
7.0
6
0.0%
7.5
20
0.0%
8.0
4
0.0%
8.75
2
0.0%
10.0
119
0.1%
11.0
1
0.0%
12.0
7
0.0%
13.0
1
0.0%
14.0
2
0.0%
15.0
163
0.2%
17.0
8
0.0%
LARGEST VALUES
160000.0
1
0.0%
146358.0
1
0.0%
146317.0
1
0.0%
146233.0
1
0.0%
146211.0
1
0.0%
146203.0
2
0.0%
146105.0
1
0.0%
145999.0
1
0.0%
145912.0
1
0.0%
145893.0
1
0.0%
145802.0
1
0.0%
145703.0
1
0.0%
145692.0
1
0.0%
145582.0
1
0.0%
145472.0
1
0.0%
428
V333
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
1,968
(1%)
MAX
160k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
160k
IQR
0.00
STD
7,965
VAR
63.4M
KURT.
93.5
SKEW
9.39
SUM
83.5M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V128
1.00
V308
1.00
V134
0.99
V318
0.99
V332
0.99
V324
0.99
V97
0.99
V103
0.99
V280
0.99
V295
0.99
V127
0.99
V307
0.99
V323
0.99
V96
0.99

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.30
R_emaildomain
0.29
P_emaildomain
0.28
V289
0.26
V174
0.26
V288
0.25
V240
0.23
V241
0.23
id_12
0.23
id_30
0.18
V260
0.18
card4
0.13
id_34
0.10
V64
0.10
MOST FREQUENT VALUES
0.0
62,696
76.4%
100.0
2,375
2.9%
200.0
1,572
1.9%
50.0
1,555
1.9%
150.0
1,323
1.6%
300.0
1,082
1.3%
25.0
647
0.8%
400.0
599
0.7%
75.0
576
0.7%
250.0
560
0.7%
600.0
453
0.6%
500.0
445
0.5%
30.0
424
0.5%
40.0
343
0.4%
20.0
309
0.4%
SMALLEST VALUES
0.0
62,696
76.4%
5.0
33
0.0%
6.0
10
0.0%
7.0
13
0.0%
7.5
11
0.0%
8.0
6
0.0%
9.0
1
0.0%
10.0
131
0.2%
11.0
1
0.0%
12.0
13
0.0%
14.0
4
0.0%
15.0
202
0.2%
16.0
3
0.0%
17.0
3
0.0%
18.0
11
0.0%
LARGEST VALUES
160000.0
1
0.0%
108800.0
1
0.0%
104060.0
1
0.0%
103495.0
1
0.0%
103439.0
1
0.0%
103383.0
1
0.0%
103327.0
1
0.0%
103271.0
1
0.0%
103215.0
1
0.0%
103159.0
1
0.0%
103103.0
1
0.0%
103047.0
1
0.0%
102991.0
1
0.0%
102935.0
1
0.0%
102879.0
1
0.0%
429
V334
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
143
(0%)
MAX
55,125
95%
0
Q3
0
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
244
VAR
59,692
KURT.
34,646
SKEW
168
SUM
807k
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V309
0.95
V129
0.95
V266
0.93
V269
0.93
V311
0.92
V206
0.91
V336
0.91
V312
0.86
V131
0.84
V335
0.70
V205
0.70
V268
0.63
V310
0.59
V130
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
V68
0.11
V173
0.09
V89
0.09
V286
0.08
V174
0.08
V28
0.07
V27
0.07
id_12
0.07
V141
0.07
V142
0.06
V288
0.06
V50
0.06
ProductCD
0.04
V289
0.04
MOST FREQUENT VALUES
0.0
78,287
95.4%
100.0
590
0.7%
50.0
384
0.5%
25.0
227
0.3%
265.0
193
0.2%
150.0
179
0.2%
20.0
178
0.2%
106.0
169
0.2%
181.0
146
0.2%
10.0
121
0.1%
15.0
118
0.1%
200.0
115
0.1%
30.0
107
0.1%
1000.0
100
0.1%
300.0
83
0.1%
SMALLEST VALUES
0.0
78,287
95.4%
5.0
41
0.0%
6.0
5
0.0%
7.0
9
0.0%
7.5
1
0.0%
8.0
20
0.0%
9.0
3
0.0%
10.0
121
0.1%
11.0
2
0.0%
12.0
7
0.0%
13.0
12
0.0%
14.0
2
0.0%
15.0
118
0.1%
16.0
3
0.0%
17.0
3
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
6875.0
1
0.0%
4250.0
1
0.0%
3300.0
1
0.0%
3100.0
1
0.0%
3000.0
5
0.0%
2600.0
1
0.0%
2500.0
3
0.0%
2400.0
1
0.0%
2250.0
4
0.0%
2125.0
2
0.0%
2100.0
4
0.0%
430
V335
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
671
(0%)
MAX
55,125
95%
200
Q3
0
AVG
59
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
388
VAR
151k
KURT.
6,615
SKEW
54.2
SUM
4.9M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V336
0.91
V312
0.85
V131
0.85
V310
0.83
V266
0.82
V269
0.82
V130
0.80
V334
0.70
V309
0.67
V129
0.67
V329
0.67
V105
0.67
V298
0.66
V327
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.32
P_emaildomain
0.29
id_12
0.26
V174
0.24
V289
0.23
R_emaildomain
0.22
V288
0.22
id_30
0.18
V240
0.15
V241
0.15
V260
0.12
id_34
0.12
id_32
0.11
id_16
0.11
MOST FREQUENT VALUES
0.0
72,391
88.2%
2301.0
924
1.1%
100.0
833
1.0%
50.0
806
1.0%
150.0
424
0.5%
25.0
395
0.5%
1259.0
326
0.4%
200.0
315
0.4%
30.0
253
0.3%
75.0
252
0.3%
20.0
225
0.3%
300.0
193
0.2%
40.0
190
0.2%
250.0
180
0.2%
15.0
139
0.2%
SMALLEST VALUES
0.0
72,391
88.2%
1.4800000190734863
1
0.0%
5.0
25
0.0%
6.0
8
0.0%
7.0
8
0.0%
7.5
23
0.0%
8.0
4
0.0%
8.75
2
0.0%
9.0
3
0.0%
10.0
110
0.1%
11.0
1
0.0%
12.0
6
0.0%
14.0
2
0.0%
15.0
139
0.2%
17.0
9
0.0%
LARGEST VALUES
55125.0
1
0.0%
41690.0
1
0.0%
12307.5
2
0.0%
11440.0
1
0.0%
11000.0
1
0.0%
6875.0
1
0.0%
6375.0
1
0.0%
4300.0
1
0.0%
4000.0
1
0.0%
3750.0
3
0.0%
3722.0
4
0.0%
3350.0
1
0.0%
3300.0
1
0.0%
3200.0
1
0.0%
3000.0
10
0.0%
431
V336
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
356
(0%)
MAX
55,125
95%
100
Q3
0
AVG
29
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,125
IQR
0.00
STD
275
VAR
75,652
KURT.
21,543
SKEW
119
SUM
2.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V312
0.94
V131
0.92
V335
0.91
V334
0.91
V266
0.90
V269
0.90
V309
0.86
V129
0.86
V311
0.82
V206
0.81
V310
0.76
V130
0.73
V268
0.64
V205
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.19
V174
0.18
id_12
0.18
P_emaildomain
0.17
V289
0.16
V288
0.16
R_emaildomain
0.14
id_30
0.12
V240
0.09
V241
0.09
V68
0.09
V142
0.08
V260
0.08
V50
0.08
MOST FREQUENT VALUES
0.0
74,810
91.2%
1052.0
645
0.8%
50.0
643
0.8%
100.0
604
0.7%
25.0
378
0.5%
619.0
325
0.4%
150.0
283
0.3%
942.0
279
0.3%
30.0
257
0.3%
20.0
256
0.3%
200.0
221
0.3%
40.0
205
0.2%
75.0
173
0.2%
15.0
171
0.2%
300.0
156
0.2%
SMALLEST VALUES
0.0
74,810
91.2%
5.0
28
0.0%
6.0
6
0.0%
7.0
11
0.0%
7.5
11
0.0%
8.0
6
0.0%
9.0
1
0.0%
10.0
108
0.1%
11.0
3
0.0%
12.0
9
0.0%
14.0
3
0.0%
15.0
171
0.2%
16.0
3
0.0%
17.0
4
0.0%
18.0
11
0.0%
LARGEST VALUES
55125.0
1
0.0%
30250.0
1
0.0%
12307.5
2
0.0%
11000.0
1
0.0%
6875.0
1
0.0%
6375.0
1
0.0%
3300.0
1
0.0%
3250.0
1
0.0%
3100.0
1
0.0%
3000.0
9
0.0%
2600.0
1
0.0%
2500.0
3
0.0%
2400.0
1
0.0%
2250.0
5
0.0%
2125.0
3
0.0%
432
V337
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
253
(0%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
670
VAR
449k
KURT.
10,142
SKEW
85.6
SUM
4.6M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V339
0.91
V276
0.83
V278
0.80
V214
0.75
V338
0.74
V277
0.72
V216
0.70
V135
0.65
V319
0.63
V137
0.62
V321
0.62
V263
0.59
V320
0.56
V136
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
id_12
0.14
ProductCD
0.11
id_30
0.11
P_emaildomain
0.10
R_emaildomain
0.09
V68
0.06
V289
0.06
V89
0.06
V174
0.06
V288
0.06
id_15
0.06
id_16
0.06
id_29
0.06
V260
0.05
MOST FREQUENT VALUES
0.0
73,183
89.2%
100.0
1,242
1.5%
1165.0
869
1.1%
200.0
857
1.0%
150.0
657
0.8%
50.0
618
0.8%
300.0
580
0.7%
250.0
309
0.4%
400.0
279
0.3%
25.0
267
0.3%
500.0
254
0.3%
75.0
241
0.3%
600.0
221
0.3%
1551.0
171
0.2%
125.0
141
0.2%
SMALLEST VALUES
0.0
73,183
89.2%
5.0
16
0.0%
6.0
6
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
1
0.0%
10.0
60
0.1%
11.0
2
0.0%
12.0
6
0.0%
14.0
1
0.0%
15.0
69
0.1%
16.0
1
0.0%
17.0
2
0.0%
18.0
1
0.0%
20.0
109
0.1%
LARGEST VALUES
104060.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
43200.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
2
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
12500.0
2
0.0%
10000.0
2
0.0%
9000.0
1
0.0%
8250.0
22
0.0%
433
V338
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
378
(0%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,097
VAR
1.2M
KURT.
1,430
SKEW
23.6
SUM
12.4M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V339
0.94
V136
0.85
V333
0.82
V320
0.82
V308
0.81
V128
0.80
V332
0.80
V329
0.80
V278
0.80
V105
0.80
V276
0.79
V298
0.79
V204
0.79
V307
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.28
P_emaildomain
0.26
R_emaildomain
0.25
id_12
0.24
V289
0.22
V174
0.22
V288
0.21
V240
0.19
V241
0.19
id_30
0.18
V260
0.15
card4
0.11
id_34
0.10
id_16
0.10
MOST FREQUENT VALUES
0.0
71,838
87.6%
100.0
1,368
1.7%
200.0
925
1.1%
7709.0
870
1.1%
50.0
727
0.9%
150.0
713
0.9%
300.0
624
0.8%
25.0
331
0.4%
250.0
319
0.4%
400.0
305
0.4%
500.0
270
0.3%
75.0
264
0.3%
600.0
238
0.3%
3667.0
172
0.2%
125.0
165
0.2%
SMALLEST VALUES
0.0
71,838
87.6%
5.0
18
0.0%
6.0
3
0.0%
7.0
2
0.0%
7.5
1
0.0%
8.0
7
0.0%
9.0
2
0.0%
10.0
77
0.1%
11.0
3
0.0%
12.0
26
0.0%
14.0
1
0.0%
15.0
109
0.1%
17.0
1
0.0%
18.0
2
0.0%
20.0
103
0.1%
LARGEST VALUES
104060.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
43200.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
2
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
12500.0
2
0.0%
11250.0
1
0.0%
10065.0
4
0.0%
10000.0
3
0.0%
434
V339
VALUES:
82,041
(57%)
MISSING:
62,192
(43%)
DISTINCT:
333
(0%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
816
VAR
666k
KURT.
4,590
SKEW
48.8
SUM
8.3M
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V338
0.94
V337
0.91
V276
0.81
V278
0.81
V136
0.77
V137
0.76
V320
0.75
V277
0.74
V216
0.74
V321
0.71
V263
0.68
V214
0.66
V215
0.64
V333
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ProductCD
0.22
id_12
0.21
P_emaildomain
0.21
R_emaildomain
0.20
V289
0.17
V174
0.16
V288
0.16
id_30
0.15
V240
0.13
V241
0.13
V260
0.12
id_16
0.09
id_15
0.09
id_34
0.09
MOST FREQUENT VALUES
0.0
72,518
88.4%
100.0
1,318
1.6%
200.0
892
1.1%
150.0
698
0.9%
50.0
662
0.8%
300.0
603
0.7%
3657.0
415
0.5%
250.0
320
0.4%
25.0
293
0.4%
400.0
291
0.4%
500.0
265
0.3%
75.0
257
0.3%
600.0
236
0.3%
4042.0
189
0.2%
3281.0
172
0.2%
SMALLEST VALUES
0.0
72,518
88.4%
5.0
19
0.0%
6.0
5
0.0%
7.0
3
0.0%
8.0
3
0.0%
9.0
1
0.0%
10.0
64
0.1%
11.0
2
0.0%
12.0
8
0.0%
14.0
1
0.0%
15.0
90
0.1%
17.0
2
0.0%
18.0
2
0.0%
20.0
111
0.1%
21.0
2
0.0%
LARGEST VALUES
104060.0
1
0.0%
64800.0
1
0.0%
52030.0
1
0.0%
51200.0
3
0.0%
43200.0
1
0.0%
25000.0
1
0.0%
22869.0
1
0.0%
21600.0
2
0.0%
18000.0
1
0.0%
16250.0
1
0.0%
15000.0
1
0.0%
12500.0
2
0.0%
11250.0
1
0.0%
10000.0
3
0.0%
9000.0
2
0.0%